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Adaptation Accelerating Sampling-based Bayesian Inference in Attractor Neural Networks
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Theoretically Better and Numerically Faster Distributed Optimization with Smoothness-Aware Quantization Techniques
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Measuring and Reducing Model Update Regression in Structured Prediction for NLP
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Concentration of Data Encoding in Parameterized Quantum Circuits
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Efficient Multi-agent Communication via Self-supervised Information Aggregation
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Learning Multi-resolution Functional Maps with Spectral Attention for Robust Shape Matching
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HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes
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BEVFusion: A Simple and Robust LiDAR-Camera Fusion Framework
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Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid
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Multi-view Subspace Clustering on Topological Manifold
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ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints
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Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation
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HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks
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Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach
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"Lossless" Compression of Deep Neural Networks: A High-dimensional Neural Tangent Kernel Approach
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Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation
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SNN-RAT: Robustness-enhanced Spiking Neural Network through Regularized Adversarial Training
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A Policy-Guided Imitation Approach for Offline Reinforcement Learning
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MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification
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LOG: Active Model Adaptation for Label-Efficient OOD Generalization
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Robust Semi-Supervised Learning when Not All Classes have Labels
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Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure
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Collaborative Learning by Detecting Collaboration Partners
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OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs
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S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning
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A Non-asymptotic Analysis of Non-parametric Temporal-Difference Learning
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GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks
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When to Update Your Model: Constrained Model-based Reinforcement Learning
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Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets
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Recurrent Video Restoration Transformer with Guided Deformable Attention
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TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation
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A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs
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RLIP: Relational Language-Image Pre-training for Human-Object Interaction Detection
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Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization
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Learning Substructure Invariance for Out-of-Distribution Molecular Representations
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Combining Explicit and Implicit Regularization for Efficient Learning in Deep Networks
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Self-Supervised Image Restoration with Blurry and Noisy Pairs
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Finite-Time Analysis of Adaptive Temporal Difference Learning with Deep Neural Networks
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CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds
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Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks
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Shadow Knowledge Distillation: Bridging Offline and Online Knowledge Transfer
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Natural image synthesis for the retina with variational information bottleneck representation
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ComGAN: Unsupervised Disentanglement and Segmentation via Image Composition
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SAViT: Structure-Aware Vision Transformer Pruning via Collaborative Optimization
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Transformer-based Working Memory for Multiagent Reinforcement Learning with Action Parsing
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Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks
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Unifying Voxel-based Representation with Transformer for 3D Object Detection
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SPD: Synergy Pattern Diversifying Oriented Unsupervised Multi-agent Reinforcement Learning
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Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation
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Learning Graph-embedded Key-event Back-tracing for Object Tracking in Event Clouds
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Double Check Your State Before Trusting It: Confidence-Aware Bidirectional Offline Model-Based Imagination
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Differentiable hierarchical and surrogate gradient search for spiking neural networks
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Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks
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DropCov: A Simple yet Effective Method for Improving Deep Architectures
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Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation
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Effective Backdoor Defense by Exploiting Sensitivity of Poisoned Samples
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Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting
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MsSVT: Mixed-scale Sparse Voxel Transformer for 3D Object Detection on Point Clouds
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M4Singer: A Multi-Style, Multi-Singer and Musical Score Provided Mandarin Singing Corpus
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Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences
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Multi-Lingual Acquisition on Multimodal Pre-training for Cross-modal Retrieval
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Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning
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Towards Diverse and Faithful One-shot Adaption of Generative Adversarial Networks
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[Re] Privacy-preserving collaborative learning with automatic transformation search
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ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection
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Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors
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Efficient Graph Similarity Computation with Alignment Regularization
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Teach Less, Learn More: On the Undistillable Classes in Knowledge Distillation
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Multilingual Abusive Comment Detection at Scale for Indic Languages
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An Investigation into Whitening Loss for Self-supervised Learning
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Model-Based Offline Reinforcement Learning with Pessimism-Modulated Dynamics Belief
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Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models
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ZIN: When and How to Learn Invariance Without Environment Partition?
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On the role of overparameterization in off-policy Temporal Difference learning with linear function approximation
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Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift
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Embracing Consistency: A One-Stage Approach for Spatio-Temporal Video Grounding
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LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning
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Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning
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Personalized Federated Learning towards Communication Efficiency, Robustness and Fairness
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A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks
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Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks
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A Differentiable Semantic Metric Approximation in Probabilistic Embedding for Cross-Modal Retrieval
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A Unified Diversity Measure for Multiagent Reinforcement Learning
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Falconn++: A Locality-sensitive Filtering Approach for Approximate Nearest Neighbor Search
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HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding
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Self-Organized Group for Cooperative Multi-agent Reinforcement Learning
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MVP-N: A Dataset and Benchmark for Real-World Multi-View Object Classification
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Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset
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Towards Human-Level Bimanual Dexterous Manipulation with Reinforcement Learning
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TGEA 2.0: A Large-Scale Diagnostically Annotated Dataset with Benchmark Tasks for Text Generation of Pretrained Language Models
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DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection
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pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models
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BLOX: Macro Neural Architecture Search Benchmark and Algorithms
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Tenrec: A Large-scale Multipurpose Benchmark Dataset for Recommender Systems
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Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms
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Addressing Resource Scarcity across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets
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SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation
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Combinatorial Bandits with Linear Constraints: Beyond Knapsacks and Fairness
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APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking
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TaiSu: A 166M Large-scale High-Quality Dataset for Chinese Vision-Language Pre-training
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On Batch Teaching with Sample Complexity Bounded by VCD
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Towards Video Text Visual Question Answering: Benchmark and Baseline
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How and Why to Manipulate Your Own Agent: On the Incentives of Users of Learning Agents
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METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets
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Versatile Multi-stage Graph Neural Network for Circuit Representation
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Neural Surface Reconstruction of Dynamic Scenes with Monocular RGB-D Camera
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EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations
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Provable General Function Class Representation Learning in Multitask Bandits and MDP
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Learning to Constrain Policy Optimization with Virtual Trust Region
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Towards Practical Control of Singular Values of Convolutional Layers
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Escaping Saddle Points with Bias-Variance Reduced Local Perturbed SGD for Communication Efficient Nonconvex Distributed Learning
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Stimulative Training of Residual Networks: A Social Psychology Perspective of Loafing
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AnimeSR: Learning Real-World Super-Resolution Models for Animation Videos
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Training Spiking Neural Networks with Event-driven Backpropagation
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Decision-based Black-box Attack Against Vision Transformers via Patch-wise Adversarial Removal
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OmniVL: One Foundation Model for Image-Language and Video-Language Tasks
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Towards Understanding the Condensation of Neural Networks at Initial Training
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Data Augmentation MCMC for Bayesian Inference from Privatized Data
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Don't Roll the Dice, Ask Twice: The Two-Query Distortion of Matching Problems and Beyond
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On the relationship between variational inference and auto-associative memory
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Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising
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NeuroSchedule: A Novel Effective GNN-based Scheduling Method for High-level Synthesis
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Enhanced Latent Space Blind Model for Real Image Denoising via Alternative Optimization
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Probing Classifiers are Unreliable for Concept Removal and Detection
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Fine-Grained Analysis of Stability and Generalization for Modern Meta Learning Algorithms
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Tracking Functional Changes in Nonstationary Signals with Evolutionary Ensemble Bayesian Model for Robust Neural Decoding
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Meta-Reward-Net: Implicitly Differentiable Reward Learning for Preference-based Reinforcement Learning
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Posted Pricing and Dynamic Prior-independent Mechanisms with Value Maximizers
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Self-supervised Heterogeneous Graph Pre-training Based on Structural Clustering
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TANKBind: Trigonometry-Aware Neural NetworKs for Drug-Protein Binding Structure Prediction
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Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty and Constant Regret
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Para-CFlows: $C^k$-universal diffeomorphism approximators as superior neural surrogates
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Parameter-free Dynamic Graph Embedding for Link Prediction
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SoftPatch: Unsupervised Anomaly Detection with Noisy Data
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An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context
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Rethinking Knowledge Graph Evaluation Under the Open-World Assumption
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Plan To Predict: Learning an Uncertainty-Foreseeing Model For Model-Based Reinforcement Learning
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TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning
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LBD: Decouple Relevance and Observation for Individual-Level Unbiased Learning to Rank
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RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning
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On Translation and Reconstruction Guarantees of the Cycle-Consistent Generative Adversarial Networks
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Empirical Phase Diagram for Three-layer Neural Networks with Infinite Width
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Benefits of Additive Noise in Composing Classes with Bounded Capacity
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PKD: General Distillation Framework for Object Detectors via Pearson Correlation Coefficient
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Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning
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Natural Color Fool: Towards Boosting Black-box Unrestricted Attacks
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TotalSelfScan: Learning Full-body Avatars from Self-Portrait Videos of Faces, Hands, and Bodies
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OpenReview]
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ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation
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Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality
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MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training
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OpenReview]
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QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Query
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OpenReview]
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Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning
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OpenReview]
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ZARTS: On Zero-order Optimization for Neural Architecture Search
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OpenReview]
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Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-of-Distribution Generalization
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PointTAD: Multi-Label Temporal Action Detection with Learnable Query Points
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Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders
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High-dimensional limit theorems for SGD: Effective dynamics and critical scaling
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OpenReview]
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Towards Effective Multi-Modal Interchanges in Zero-Resource Sounding Object Localization
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Estimating graphical models for count data with applications to single-cell gene network
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Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning
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Provable Generalization of Overparameterized Meta-learning Trained with SGD
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Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records
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Parameter tuning and model selection in Optimal Transport with semi-dual Brenier formulation
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OpenReview]
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Spectrum Random Masking for Generalization in Image-based Reinforcement Learning
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Byzantine-tolerant federated Gaussian process regression for streaming data
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Segmenting Moving Objects via an Object-Centric Layered Representation
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OpenReview]
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Grounded Reinforcement Learning: Learning to Win the Game under Human Commands
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OpenReview]
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Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation
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OpenReview]
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Coded Residual Transform for Generalizable Deep Metric Learning
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Quantized Training of Gradient Boosting Decision Trees
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Generative Status Estimation and Information Decoupling for Image Rain Removal
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Learning Invariant Graph Representations for Out-of-Distribution Generalization
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Tensor Wheel Decomposition and Its Tensor Completion Application
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Towards Efficient 3D Object Detection with Knowledge Distillation
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Towards Lightweight Black-Box Attack Against Deep Neural Networks
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HumanLiker: A Human-like Object Detector to Model the Manual Labeling Process
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Product Ranking for Revenue Maximization with Multiple Purchases
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Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures
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OpenReview]
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P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting
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OpenReview]
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Supported Policy Optimization for Offline Reinforcement Learning
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Learning from Future: A Novel Self-Training Framework for Semantic Segmentation
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OpenReview]
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Mildly Conservative Q-Learning for Offline Reinforcement Learning
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PatchComplete: Learning Multi-Resolution Patch Priors for 3D Shape Completion on Unseen Categories
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OpenReview]
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Generalized One-shot Domain Adaptation of Generative Adversarial Networks
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OpenReview]
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REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering
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DTG-SSOD: Dense Teacher Guidance for Semi-Supervised Object Detection
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Enhance the Visual Representation via Discrete Adversarial Training
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OpenReview]
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Geo-Neus: Geometry-Consistent Neural Implicit Surfaces Learning for Multi-view Reconstruction
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FOF: Learning Fourier Occupancy Field for Monocular Real-time Human Reconstruction
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Poster]
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OpenReview]
Poster
None
Language Conditioned Spatial Relation Reasoning for 3D Object Grounding
[
Poster]
[
OpenReview]
Poster
None
Exploring Figure-Ground Assignment Mechanism in Perceptual Organization
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Contextual Bandits with Knapsacks for a Conversion Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Online Neural Sequence Detection with Hierarchical Dirichlet Point Process
[
OpenReview]
Poster
None
Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation
[
Poster]
[
OpenReview]
Poster
None
Understanding the Failure of Batch Normalization for Transformers in NLP
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Out-of-Distribution Detection via Conditional Kernel Independence Model
[
Poster]
[
OpenReview]
Poster
None
When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture
[
Poster]
[
OpenReview]
Poster
None
Moderate-fitting as a Natural Backdoor Defender for Pre-trained Language Models
[
Poster]
[
OpenReview]
Poster
None
Improving Generative Adversarial Networks via Adversarial Learning in Latent Space
[
Poster]
[
OpenReview]
Poster
None
When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Accelerated Linearized Laplace Approximation for Bayesian Deep Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
GAGA: Deciphering Age-path of Generalized Self-paced Regularizer
[
Poster]
[
OpenReview]
Poster
None
Leveraging Inter-Layer Dependency for Post -Training Quantization
[
Slides]
[
OpenReview]
Poster
None
Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning
[
OpenReview]
Poster
None
MExMI: Pool-based Active Model Extraction Crossover Membership Inference
[
Poster]
[
OpenReview]
Poster
None
Distributed Learning of Conditional Quantiles in the Reproducing Kernel Hilbert Space
[
OpenReview]
Poster
None
Distributed Online Convex Optimization with Compressed Communication
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification
[
OpenReview]
Poster
None
Learning Expressive Meta-Representations with Mixture of Expert Neural Processes
[
Poster]
[
OpenReview]
Poster
None
Label-invariant Augmentation for Semi-Supervised Graph Classification
[
Poster]
[
OpenReview]
Poster
None
Asymptotic Behaviors of Projected Stochastic Approximation: A Jump Diffusion Perspective
[
OpenReview]
Poster
None
VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely?
[
Poster]
[
OpenReview]
Poster
None
Dual-Curriculum Contrastive Multi-Instance Learning for Cancer Prognosis Analysis with Whole Slide Images
[
Poster]
[
OpenReview]
Poster
None
Unsupervised Point Cloud Completion and Segmentation by Generative Adversarial Autoencoding Network
[
Poster]
[
OpenReview]
Poster
None
SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction
[
Poster]
[
OpenReview]
Poster
None
Non-Monotonic Latent Alignments for CTC-Based Non-Autoregressive Machine Translation
[
Poster]
[
OpenReview]
Poster
None
Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization
[
Poster]
[
OpenReview]
Poster
None
Analyzing Sharpness along GD Trajectory: Progressive Sharpening and Edge of Stability
[
OpenReview]
Poster
None
Learning Enhanced Representation for Tabular Data via Neighborhood Propagation
[
OpenReview]
Poster
None
Asymmetric Temperature Scaling Makes Larger Networks Teach Well Again
[
Poster]
[
OpenReview]
Poster
None
Generalization Bounds for Gradient Methods via Discrete and Continuous Prior
[
Poster]
[
OpenReview]
Poster
None
Learning Physical Dynamics with Subequivariant Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
None
GAR: Generalized Autoregression for Multi-Fidelity Fusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models
[
Poster]
[
OpenReview]
Poster
None
FreGAN: Exploiting Frequency Components for Training GANs under Limited Data
[
Poster]
[
OpenReview]
Poster
None
Text-Adaptive Multiple Visual Prototype Matching for Video-Text Retrieval
[
Poster]
[
OpenReview]
Poster
None
Perceptual Attacks of No-Reference Image Quality Models with Human-in-the-Loop
[
Poster]
[
OpenReview]
Poster
None
Learning to Share in Networked Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
None
Unsupervised Object Detection Pretraining with Joint Object Priors Generation and Detector Learning
[
Poster]
[
OpenReview]
Poster
None
Dict-TTS: Learning to Pronounce with Prior Dictionary Knowledge for Text-to-Speech
[
OpenReview]
Poster
None
Revisiting Graph Contrastive Learning from the Perspective of Graph Spectrum
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
RORL: Robust Offline Reinforcement Learning via Conservative Smoothing
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Effectiveness of Vision Transformer for Fast and Accurate Single-Stage Pedestrian Detection
[
Poster]
[
OpenReview]
Poster
None
Improving Barely Supervised Learning by Discriminating Unlabeled Samples with Super-Class
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Iso-Dream: Isolating and Leveraging Noncontrollable Visual Dynamics in World Models
[
Poster]
[
OpenReview]
Poster
None
Optimal Positive Generation via Latent Transformation for Contrastive Learning
[
Poster]
[
OpenReview]
Poster
None
Multi-dataset Training of Transformers for Robust Action Recognition
[
Poster]
[
OpenReview]
Poster
None
D^2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video
[
Poster]
[
OpenReview]
Poster
None
Unsupervised Domain Adaptation for Semantic Segmentation using Depth Distribution
[
Slides]
[
OpenReview]
Poster
None
Distributional Reinforcement Learning for Risk-Sensitive Policies
[
Poster]
[
OpenReview]
Poster
None
Near-Optimal Regret Bounds for Multi-batch Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
None
Surprise Minimizing Multi-Agent Learning with Energy-based Models
[
Slides]
[
OpenReview]
Poster
None
Towards Hard-pose Virtual Try-on via 3D-aware Global Correspondence Learning
[
Poster]
[
OpenReview]
Poster
None
CalFAT: Calibrated Federated Adversarial Training with Label Skewness
[
Poster]
[
OpenReview]
Poster
None
Generalizing Consistent Multi-Class Classification with Rejection to be Compatible with Arbitrary Losses
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
MoGDE: Boosting Mobile Monocular 3D Object Detection with Ground Depth Estimation
[
Poster]
[
OpenReview]
Poster
None
Finding Second-Order Stationary Points in Nonconvex-Strongly-Concave Minimax Optimization
[
OpenReview]
Poster
None
Domain Generalization by Learning and Removing Domain-specific Features
[
Poster]
[
OpenReview]
Poster
None
Debugging and Explaining Metric Learning Approaches: An Influence Function Based Perspective
[
Poster]
[
OpenReview]
Poster
None
DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps
[
OpenReview]
Poster
None
EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
None
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations
[
Poster]
[
OpenReview]
Poster
None
PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining
[
OpenReview]
Poster
None
LGDN: Language-Guided Denoising Network for Video-Language Modeling
[
Poster]
[
OpenReview]
Poster
None
Faster Stochastic Algorithms for Minimax Optimization under Polyak-{\L}ojasiewicz Condition
[
OpenReview]
Poster
None
Functional Indirection Neural Estimator for Better Out-of-distribution Generalization
[
OpenReview]
Poster
None
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning
[
Poster]
[
OpenReview]
Poster
None
Efficient Knowledge Distillation from Model Checkpoints
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
MoVQ: Modulating Quantized Vectors for High-Fidelity Image Generation
[
Poster]
[
OpenReview]
Poster
None
You Never Stop Dancing: Non-freezing Dance Generation via Bank-constrained Manifold Projection
[
Poster]
[
OpenReview]
Poster
None
Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm
[
OpenReview]
Poster
None
Approximate Secular Equations for the Cubic Regularization Subproblem
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Generalization Bounds for Estimating Causal Effects of Continuous Treatments
[
Poster]
[
OpenReview]
Poster
None
Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
TANGO: Text-driven Photorealistic and Robust 3D Stylization via Lighting Decomposition
[
Poster]
[
OpenReview]
Poster
None
One-Inlier is First: Towards Efficient Position Encoding for Point Cloud Registration
[
Poster]
[
OpenReview]
Poster
None
Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability
[
OpenReview]
Poster
None
RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection
[
Poster]
[
OpenReview]
Poster
None
TarGF: Learning Target Gradient Field to Rearrange Objects without Explicit Goal Specification
[
Poster]
[
OpenReview]
Poster
None
LAPO: Latent-Variable Advantage-Weighted Policy Optimization for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
None
BMU-MoCo: Bidirectional Momentum Update for Continual Video-Language Modeling
[
Poster]
[
OpenReview]
Poster
None
Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization
[
Poster]
[
OpenReview]
Poster
None
Let Images Give You More: Point Cloud Cross-Modal Training for Shape Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Task-Free Continual Learning via Online Discrepancy Distance Learning
[
Poster]
[
OpenReview]
Poster
None
VTC-LFC: Vision Transformer Compression with Low-Frequency Components
[
Poster]
[
OpenReview]
Poster
None
Can Adversarial Training Be Manipulated By Non-Robust Features?
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
InsPro: Propagating Instance Query and Proposal for Online Video Instance Segmentation
[
Poster]
[
OpenReview]
Poster
None
Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning
[
Poster]
[
OpenReview]
Poster
None
Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
A Greek Parliament Proceedings Dataset for Computational Linguistics and Political Analysis
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1001
Efficient Change-Point Detection for Tackling Piecewise-Stationary Bandits
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #143
FedPop: A Bayesian Approach for Personalised Federated Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1010
A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #101
Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #103
Functional Ensemble Distillation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #105
Improving Zero-Shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #107
Differentially Private Model Compression
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #108
Self-explaining deep models with logic rule reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #109
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #110
Behavior Transformers: Cloning $k$ modes with one stone
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #111
Equivariant Networks for Zero-Shot Coordination
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #112
Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #113
What You See is What You Classify: Black Box Attributions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #114
Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #115
Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #116
Sparse Fourier Backpropagation in Cryo-EM Reconstruction
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #117
Predictive Querying for Autoregressive Neural Sequence Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #118
Extracting computational mechanisms from neural data using low-rank RNNs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #119
Modeling the Machine Learning Multiverse
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #120
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #121
Retrospective Adversarial Replay for Continual Learning
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #122
Learning Neural Set Functions Under the Optimal Subset Oracle
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #123
Efficient Architecture Search for Diverse Tasks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #124
When Do Flat Minima Optimizers Work?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #125
The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #126
LTMD: Learning Improvement of Spiking Neural Networks with Learnable Thresholding Neurons and Moderate Dropout
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #127
Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #128
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #129
Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs
[
Poster]
[
OpenReview]
[
Topia]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #130
PaCo: Parameter-Compositional Multi-task Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #131
ConfounderGAN: Protecting Image Data Privacy with Causal Confounder
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #133
Mask-based Latent Reconstruction for Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #134
Improved Fine-Tuning by Better Leveraging Pre-Training Data
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #135
Redundancy-Free Message Passing for Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #136
Towards Improving Faithfulness in Abstractive Summarization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #137
Delving into Out-of-Distribution Detection with Vision-Language Representations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #138
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #139
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #140
EfficientFormer: Vision Transformers at MobileNet Speed
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #141
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #142
Large-batch Optimization for Dense Visual Predictions: Training Faster R-CNN in 4.2 Minutes
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #242
Semi-Supervised Video Salient Object Detection Based on Uncertainty-Guided Pseudo Labels
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #241
UniCLIP: Unified Framework for Contrastive Language-Image Pre-training
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #240
Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #239
Learning Consistency-Aware Unsigned Distance Functions Progressively from Raw Point Clouds
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #238
Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #237
Okapi: Generalising Better by Making Statistical Matches Match
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #236
Revisiting Sparse Convolutional Model for Visual Recognition
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #235
Random Normalization Aggregation for Adversarial Defense
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #234
Batch Multi-Fidelity Active Learning with Budget Constraints
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #233
Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #232
Factuality Enhanced Language Models for Open-Ended Text Generation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #231
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #230
A Closer Look at Weakly-Supervised Audio-Visual Source Localization
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #229
GlanceNets: Interpretable, Leak-proof Concept-based Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #228
AgraSSt: Approximate Graph Stein Statistics for Interpretable Assessment of Implicit Graph Generators
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #227
No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #226
Inherently Explainable Reinforcement Learning in Natural Language
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #225
EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #224
Uncertainty Estimation Using Riemannian Model Dynamics for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #223
Structured Energy Network As a Loss
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J (level 1) #222
The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm
[
Paper]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #221
Sharpness-Aware Training for Free
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #220
Interpreting Operation Selection in Differentiable Architecture Search: A Perspective from Influence-Directed Explanations
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #219
Scalable design of Error-Correcting Output Codes using Discrete Optimization with Graph Coloring
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #218
Amortized Mixing Coupling Processes for Clustering
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #217
GraphQNTK: Quantum Neural Tangent Kernel for Graph Data
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #216
ShuffleMixer: An Efficient ConvNet for Image Super-Resolution
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #215
Quo Vadis: Is Trajectory Forecasting the Key Towards Long-Term Multi-Object Tracking?
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Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #214
Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency
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Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #213
Learning Latent Seasonal-Trend Representations for Time Series Forecasting
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #212
Pluralistic Image Completion with Gaussian Mixture Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #211
CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #210
Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #209
Graph Few-shot Learning with Task-specific Structures
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #208
Co-Modality Graph Contrastive Learning for Imbalanced Node Classification
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #207
Recommender Forest for Efficient Retrieval
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #206
Label Noise in Adversarial Training: A Novel Perspective to Study Robust Overfitting
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #205
Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #204
SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #203
Task-Agnostic Graph Explanations
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #202
CageNeRF: Cage-based Neural Radiance Field for Generalized 3D Deformation and Animation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #201
LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #200
Resource-Adaptive Federated Learning with All-In-One Neural Composition
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #300
Block-Recurrent Transformers
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #302
Distinguishing Learning Rules with Brain Machine Interfaces
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #303
Imitating Past Successes can be Very Suboptimal
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #304
Bounded-Regret MPC via Perturbation Analysis: Prediction Error, Constraints, and Nonlinearity
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #305
Neural Conservation Laws: A Divergence-Free Perspective
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #306
Relaxing Equivariance Constraints with Non-stationary Continuous Filters
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #307
Continual Learning In Environments With Polynomial Mixing Times
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #308
Non-Linear Coordination Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #309
Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #310
Mirror Descent Maximizes Generalized Margin and Can Be Implemented Efficiently
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #311
Instance-Dependent Near-Optimal Policy Identification in Linear MDPs via Online Experiment Design
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #312
On the Complexity of Adversarial Decision Making
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #313
Convergence beyond the over-parameterized regime using Rayleigh quotients
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #314
An Algorithm for Learning Switched Linear Dynamics from Data
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #315
Differentially Private Learning Needs Hidden State (Or Much Faster Convergence)
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #316
Cluster Randomized Designs for One-Sided Bipartite Experiments
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #317
Near-Optimal Randomized Exploration for Tabular Markov Decision Processes
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #318
Order-Invariant Cardinality Estimators Are Differentially Private
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #319
Mirror Descent with Relative Smoothness in Measure Spaces, with application to Sinkhorn and EM
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #320
Generalization Error Bounds on Deep Learning with Markov Datasets
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #321
Autoinverse: Uncertainty Aware Inversion of Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #322
Optimal Transport of Classifiers to Fairness
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #323
Path Independent Equilibrium Models Can Better Exploit Test-Time Computation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #324
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #325
On Sample Optimality in Personalized Collaborative and Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #326
Active Ranking without Strong Stochastic Transitivity
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #327
How Sampling Impacts the Robustness of Stochastic Neural Networks
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #328
Convexity Certificates from Hessians
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #329
Optimal Binary Classification Beyond Accuracy
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #330
Sample Constrained Treatment Effect Estimation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #331
Privacy of Noisy Stochastic Gradient Descent: More Iterations without More Privacy Loss
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #332
SecureFedYJ: a safe feature Gaussianization protocol for Federated Learning
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #333
Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #334
Evolution of Neural Tangent Kernels under Benign and Adversarial Training
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #335
Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #336
Active Exploration for Inverse Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #337
A Unified Framework for Deep Symbolic Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #338
Learning Generalized Policy Automata for Relational Stochastic Shortest Path Problems
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Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #339
CARD: Classification and Regression Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #340
GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #341
So3krates: Equivariant attention for interactions on arbitrary length-scales in molecular systems
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #342
Micro and Macro Level Graph Modeling for Graph Variational Auto-Encoders
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #442
Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #441
Transferring Fairness under Distribution Shifts via Fair Consistency Regularization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #440
Bridging the Gap from Asymmetry Tricks to Decorrelation Principles in Non-contrastive Self-supervised Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #439
Template based Graph Neural Network with Optimal Transport Distances
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #438
A composable machine-learning approach for steady-state simulations on high-resolution grids
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #437
SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #436
A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #435
From Gradient Flow on Population Loss to Learning with Stochastic Gradient Descent
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #434
Stability and Generalization for Markov Chain Stochastic Gradient Methods
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #433
Learning Energy Networks with Generalized Fenchel-Young Losses
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #432
AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #431
Equivariant Networks for Crystal Structures
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #430
Text Classification with Born's Rule
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #429
A Probabilistic Graph Coupling View of Dimension Reduction
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #428
Laplacian Autoencoders for Learning Stochastic Representations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #426
UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #425
Variational Model Perturbation for Source-Free Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #424
On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #423
Where2comm: Communication-Efficient Collaborative Perception via Spatial Confidence Maps
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #422
EcoFormer: Energy-Saving Attention with Linear Complexity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #421
Dataset Distillation using Neural Feature Regression
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #420
Iterative Scene Graph Generation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #419
ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #418
Hyperbolic Feature Augmentation via Distribution Estimation and Infinite Sampling on Manifolds
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #417
Provably Adversarially Robust Detection of Out-of-Distribution Data (Almost) for Free
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #416
Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #415
Global Convergence and Stability of Stochastic Gradient Descent
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #414
Regret Bounds for Information-Directed Reinforcement Learning
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #413
Truncated Matrix Power Iteration for Differentiable DAG Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #412
Error Analysis of Tensor-Train Cross Approximation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #411
Efficient Risk-Averse Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #409
Learning Robust Dynamics through Variational Sparse Gating
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #408
DiSC: Differential Spectral Clustering of Features
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #407
WeightedSHAP: analyzing and improving Shapley based feature attributions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #406
Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #404
On the Global Convergence Rates of Decentralized Softmax Gradient Play in Markov Potential Games
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #403
Safety Guarantees for Neural Network Dynamic Systems via Stochastic Barrier Functions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #402
A Unified Framework for Alternating Offline Model Training and Policy Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #502
Decentralized Local Stochastic Extra-Gradient for Variational Inequalities
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #503
Gradient Estimation with Discrete Stein Operators
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #504
On the SDEs and Scaling Rules for Adaptive Gradient Algorithms
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #506
Root Cause Analysis of Failures in Microservices through Causal Discovery
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #507
Low-rank Optimal Transport: Approximation, Statistics and Debiasing
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #508
Learning single-index models with shallow neural networks
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #509
Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #510
Efficient identification of informative features in simulation-based inference
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #511
Exact learning dynamics of deep linear networks with prior knowledge
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #512
Adversarial training for high-stakes reliability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #513
NaturalProver: Grounded Mathematical Proof Generation with Language Models
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #514
Open-Ended Reinforcement Learning with Neural Reward Functions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #515
Gradient flow dynamics of shallow ReLU networks for square loss and orthogonal inputs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #516
Memory safe computations with XLA compiler
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #517
C2FAR: Coarse-to-Fine Autoregressive Networks for Precise Probabilistic Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #518
Continuous MDP Homomorphisms and Homomorphic Policy Gradient
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #519
Data augmentation for efficient learning from parametric experts
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #520
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #521
Deep Surrogate Assisted Generation of Environments
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #522
SGAM: Building a Virtual 3D World through Simultaneous Generation and Mapping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #523
Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #524
Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #525
Fine-tuning language models to find agreement among humans with diverse preferences
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #526
A Unified Sequence Interface for Vision Tasks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #527
Learning Probabilistic Models from Generator Latent Spaces with Hat EBM
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #528
Deep Generalized Schrödinger Bridge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #529
NSNet: A General Neural Probabilistic Framework for Satisfiability Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #530
Distributionally Robust Optimization with Data Geometry
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #531
Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #532
On Efficient Online Imitation Learning via Classification
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #533
Group Meritocratic Fairness in Linear Contextual Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #534
Subspace Recovery from Heterogeneous Data with Non-isotropic Noise
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #535
Knowledge Distillation: Bad Models Can Be Good Role Models
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #536
Active Labeling: Streaming Stochastic Gradients
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #537
Renyi Differential Privacy of Propose-Test-Release and Applications to Private and Robust Machine Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #538
Stability and Generalization of Kernel Clustering: from Single Kernel to Multiple Kernel
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #539
Near-Optimal No-Regret Learning Dynamics for General Convex Games
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #540
Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #541
A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #542
Global Convergence of Federated Learning for Mixed Regression
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #642
Kernel similarity matching with Hebbian networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #641
Improved techniques for deterministic l2 robustness
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #640
Matryoshka Representation Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #639
Ask4Help: Learning to Leverage an Expert for Embodied Tasks
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #638
Wavelet Feature Maps Compression for Image-to-Image CNNs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #637
Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #636
Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #635
Semantic Diffusion Network for Semantic Segmentation
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #634
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #633
CUP: Critic-Guided Policy Reuse
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #632
XTC: Extreme Compression for Pre-trained Transformers Made Simple and Efficient
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #631
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #630
Distilling Representations from GAN Generator via Squeeze and Span
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #629
SHINE: SubHypergraph Inductive Neural nEtwork
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #628
Q-ViT: Accurate and Fully Quantized Low-bit Vision Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #627
Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #626
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #625
LION: Latent Point Diffusion Models for 3D Shape Generation
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #624
Learning low-dimensional generalizable natural features from retina using a U-net
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #623
Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #622
The Pitfalls of Regularization in Off-Policy TD Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #621
Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #620
Online Training Through Time for Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #619
General Cutting Planes for Bound-Propagation-Based Neural Network Verification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #618
Universality of Group Convolutional Neural Networks Based on Ridgelet Analysis on Groups
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #617
Single Loop Gaussian Homotopy Method for Non-convex Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #616
Bring Your Own Algorithm for Optimal Differentially Private Stochastic Minimax Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #615
Multi-agent Performative Prediction with Greedy Deployment and Consensus Seeking Agents
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #614
A Multilabel Classification Framework for Approximate Nearest Neighbor Search
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #613
Spectral Bias in Practice: The Role of Function Frequency in Generalization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #612
Influencing Long-Term Behavior in Multiagent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #611
Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #610
Giving Feedback on Interactive Student Programs with Meta-Exploration
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #609
Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #608
Few-Shot Continual Active Learning by a Robot
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #607
Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #606
VoiceBlock: Privacy through Real-Time Adversarial Attacks with Audio-to-Audio Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #605
Retrieval-Augmented Diffusion Models
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #604
On Analyzing Generative and Denoising Capabilities of Diffusion-based Deep Generative Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #603
Toward Robust Spiking Neural Network Against Adversarial Perturbation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #602
Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #701
On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #702
Video-based Human-Object Interaction Detection from Tubelet Tokens
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #703
OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #704
Hierarchical Lattice Layer for Partially Monotone Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #705
On the symmetries of the synchronization problem in Cryo-EM: Multi-Frequency Vector Diffusion Maps on the Projective Plane
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #706
What Makes a "Good" Data Augmentation in Knowledge Distillation - A Statistical Perspective
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #707
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #708
Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #709
Revisiting Non-Parametric Matching Cost Volumes for Robust and Generalizable Stereo Matching
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #710
Learning Contrastive Embedding in Low-Dimensional Space
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #711
Few-Shot Fast-Adaptive Anomaly Detection
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #712
Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #713
Exploration via Planning for Information about the Optimal Trajectory
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #714
Theoretical analysis of deep neural networks for temporally dependent observations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #715
Provably sample-efficient RL with side information about latent dynamics
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #716
In What Ways Are Deep Neural Networks Invariant and How Should We Measure This?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #717
Truncated proposals for scalable and hassle-free simulation-based inference
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #718
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #719
Policy Optimization with Linear Temporal Logic Constraints
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #720
Fast Instrument Learning with Faster Rates
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #722
Outlier-Robust Sparse Estimation via Non-Convex Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #723
Gradient Methods Provably Converge to Non-Robust Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #724
Operator Splitting Value Iteration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #725
Bayesian Optimistic Optimization: Optimistic Exploration for Model-based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #726
Learning from Stochastically Revealed Preference
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #727
Augmented RBMLE-UCB Approach for Adaptive Control of Linear Quadratic Systems
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #728
An $\alpha$-No-Regret Algorithm For Graphical Bilinear Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #729
Outlier-Robust Sparse Mean Estimation for Heavy-Tailed Distributions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #730
Distributed Inverse Constrained Reinforcement Learning for Multi-agent Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #732
Poisson Flow Generative Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #734
Multi-agent Dynamic Algorithm Configuration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #735
Muffliato: Peer-to-Peer Privacy Amplification for Decentralized Optimization and Averaging
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #736
A Theory of PAC Learnability under Transformation Invariances
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #738
Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #739
Biologically plausible solutions for spiking networks with efficient coding
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #740
Phase transitions in when feedback is useful
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #741
Simple and Optimal Greedy Online Contention Resolution Schemes
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #742
Private Estimation with Public Data
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #842
Robustness to Label Noise Depends on the Shape of the Noise Distribution
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #841
A general approximation lower bound in $L^p$ norm, with applications to feed-forward neural networks
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #840
Minimax Optimal Algorithms for Fixed-Budget Best Arm Identification
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #243
Minimax Optimal Online Imitation Learning via Replay Estimation
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #838
Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #837
List-Decodable Sparse Mean Estimation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #836
Finite-Time Last-Iterate Convergence for Learning in Multi-Player Games
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #835
SAGDA: Achieving $\mathcal{O}(\epsilon^{-2})$ Communication Complexity in Federated Min-Max Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #834
Depth is More Powerful than Width with Prediction Concatenation in Deep Forest
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #833
Neural Abstractions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #831
Random Rank: The One and Only Strategyproof and Proportionally Fair Randomized Facility Location Mechanism
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #830
Smooth Fictitious Play in Stochastic Games with Perturbed Payoffs and Unknown Transitions
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #829
The Query Complexity of Cake Cutting
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #828
Learning (Very) Simple Generative Models Is Hard
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #827
Cryptographic Hardness of Learning Halfspaces with Massart Noise
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #826
Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Functions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #825
Accelerated Primal-Dual Gradient Method for Smooth and Convex-Concave Saddle-Point Problems with Bilinear Coupling
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #824
Sample-Efficient Learning of Correlated Equilibria in Extensive-Form Games
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #823
SAPD+: An Accelerated Stochastic Method for Nonconvex-Concave Minimax Problems
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #822
On Optimal Learning Under Targeted Data Poisoning
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #821
Taming Fat-Tailed (“Heavier-Tailed” with Potentially Infinite Variance) Noise in Federated Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #820
Nearly Optimal Best-of-Both-Worlds Algorithms for Online Learning with Feedback Graphs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #819
Better Best of Both Worlds Bounds for Bandits with Switching Costs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #818
Coreset for Line-Sets Clustering
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #817
On the Efficient Implementation of High Accuracy Optimality of Profile Maximum Likelihood
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #816
Society of Agents: Regret Bounds of Concurrent Thompson Sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #815
Improved Convergence Rate of Stochastic Gradient Langevin Dynamics with Variance Reduction and its Application to Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #814
Kernel Multimodal Continuous Attention
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #813
Empirical Gateaux Derivatives for Causal Inference
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #812
Bayesian Persuasion for Algorithmic Recourse
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #811
Hardness of Noise-Free Learning for Two-Hidden-Layer Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #810
The Hessian Screening Rule
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #809
Distributed Optimization for Overparameterized Problems: Achieving Optimal Dimension Independent Communication Complexity
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #808
Will Bilevel Optimizers Benefit from Loops
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #807
Expected Improvement for Contextual Bandits
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #806
Fast Neural Kernel Embeddings for General Activations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #805
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #804
Hierarchical Agglomerative Graph Clustering in Poly-Logarithmic Depth
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #803
Understanding Deep Contrastive Learning via Coordinate-wise Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #802
Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #801
Sparse Hypergraph Community Detection Thresholds in Stochastic Block Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #800
Don't Pour Cereal into Coffee: Differentiable Temporal Logic for Temporal Action Segmentation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #900
Towards Versatile Embodied Navigation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #901
CASA: Category-agnostic Skeletal Animal Reconstruction
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #902
Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #903
Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #905
Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #906
SizeShiftReg: a Regularization Method for Improving Size-Generalization in Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #907
The Phenomenon of Policy Churn
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #908
Learning to Find Proofs and Theorems by Learning to Refine Search Strategies: The Case of Loop Invariant Synthesis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #909
Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #910
Certifying Robust Graph Classification under Orthogonal Gromov-Wasserstein Threats
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #911
To update or not to update? Neurons at equilibrium in deep models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #912
Improving Intrinsic Exploration with Language Abstractions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #913
Masked Generative Adversarial Networks are Data-Efficient Generation Learners
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #914
Dance of SNN and ANN: Solving binding problem by combining spike timing and reconstructive attention
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #915
Theseus: A Library for Differentiable Nonlinear Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #916
Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #917
Synthetic Model Combination: An Instance-wise Approach to Unsupervised Ensemble Learning
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #918
S4ND: Modeling Images and Videos as Multidimensional Signals with State Spaces
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #919
Decoupling Features in Hierarchical Propagation for Video Object Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #920
Is Out-of-Distribution Detection Learnable?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #921
QUARK: Controllable Text Generation with Reinforced Unlearning
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #922
Dynamics of SGD with Stochastic Polyak Stepsizes: Truly Adaptive Variants and Convergence to Exact Solution
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #923
Homomorphic Matrix Completion
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #924
Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #925
Characterizing the Ventral Visual Stream with Response-Optimized Neural Encoding Models
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #926
GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #927
What I Cannot Predict, I Do Not Understand: A Human-Centered Evaluation Framework for Explainability Methods
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #928
CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #929
VisFIS: Visual Feature Importance Supervision with Right-for-the-Right-Reason Objectives
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #930
Accelerated Training of Physics-Informed Neural Networks (PINNs) using Meshless Discretizations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #931
On the Importance of Gradient Norm in PAC-Bayesian Bounds
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #932
Temporally Disentangled Representation Learning
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #933
Natural gradient enables fast sampling in spiking neural networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #934
Triangulation candidates for Bayesian optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #935
Near-Isometric Properties of Kronecker-Structured Random Tensor Embeddings
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #936
A permutation-free kernel two-sample test
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #937
Learning with little mixing
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #343
Exponential Family Model-Based Reinforcement Learning via Score Matching
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #938
Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #939
Communication Efficient Federated Learning for Generalized Linear Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #940
On Scrambling Phenomena for Randomly Initialized Recurrent Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #941
Exponentially Improving the Complexity of Simulating the Weisfeiler-Lehman Test with Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #942
Last-Iterate Convergence of Optimistic Gradient Method for Monotone Variational Inequalities
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1042
3DB: A Framework for Debugging Computer Vision Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1041
Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1040
Measuring Data Reconstruction Defenses in Collaborative Inference Systems
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1039
Function Classes for Identifiable Nonlinear Independent Component Analysis
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1038
Towards Disentangling Information Paths with Coded ResNeXt
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1037
Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1036
On Robust Multiclass Learnability
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1035
Generalised Mutual Information for Discriminative Clustering
[
Poster]
[
OpenReview]
[
Topia]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1034
A Theoretical Understanding of Gradient Bias in Meta-Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1033
Anytime-Valid Inference For Multinomial Count Data
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1031
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1030
FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1029
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1028
ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1027
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1026
How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1025
ActionSense: A Multimodal Dataset and Recording Framework for Human Activities Using Wearable Sensors in a Kitchen Environment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1024
Breaking Bad: A Dataset for Geometric Fracture and Reassembly
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1023
FlyView: a bio-informed optical flow truth dataset for visual navigation using panoramic stereo vision
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1022
Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1021
SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1020
WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1019
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1018
xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar Imagery
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1017
CEDe: A collection of expert-curated datasets with atom-level entity annotations for Optical Chemical Structure Recognition
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1016
FETA: Towards Specializing Foundational Models for Expert Task Applications
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1015
CAESAR: An Embodied Simulator for Generating Multimodal Referring Expression Datasets
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1014
Evaluating Out-of-Distribution Performance on Document Image Classifiers
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1013
Learning Long-Term Crop Management Strategies with CyclesGym
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1012
pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1011
Myriad: a real-world testbed to bridge trajectory optimization and deep learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1009
Deep Limits and a Cut-Off Phenomenon for Neural Networks
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1008
Non-asymptotic and Accurate Learning of Nonlinear Dynamical Systems
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1007
Robust and scalable manifold learning via landmark diffusion for long-term medical signal processing
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1006
The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1005
Foolish Crowds Support Benign Overfitting
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1004
[Re] Exacerbating Algorithmic Bias through Fairness Attacks
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1003
[Re] Replication Study of "Fairness and Bias in Online Selection"
Poster
Tue Nov 29 09:00 AM -- 11:00 AM (PST) @ Hall J #1002
[Re] Reproduction Study of Variational Fair Clustering
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1001
A Nonconvex Framework for Structured Dynamic Covariance Recovery
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #543
Alignment-guided Temporal Attention for Video Action Recognition
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #101
TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #103
On Feature Learning in the Presence of Spurious Correlations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #105
Spatial Mixture-of-Experts
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #107
Exploring Length Generalization in Large Language Models
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #108
Neural Topological Ordering for Computation Graphs
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #109
Unsupervised Multi-View Object Segmentation Using Radiance Field Propagation
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #110
Offline Multi-Agent Reinforcement Learning with Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #111
Enhanced Meta Reinforcement Learning via Demonstrations in Sparse Reward Environments
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #112
Maximum Class Separation as Inductive Bias in One Matrix
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #113
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #114
Efficiently Factorizing Boolean Matrices using Proximal Gradient Descent
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #115
FlowHMM: Flow-based continuous hidden Markov models
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #116
Merging Models with Fisher-Weighted Averaging
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #117
Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #118
Neural Payoff Machines: Predicting Fair and Stable Payoff Allocations Among Team Members
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #119
Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #120
Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #121
Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #122
Ordered Subgraph Aggregation Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #123
Infinite Recommendation Networks: A Data-Centric Approach
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #124
Diversity vs. Recognizability: Human-like generalization in one-shot generative models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #125
Geo-SIC: Learning Deformable Geometric Shapes in Deep Image Classifiers
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #126
Improving Transformer with an Admixture of Attention Heads
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #127
Preservation of the Global Knowledge by Not-True Distillation in Federated Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #128
Information-Theoretic GAN Compression with Variational Energy-based Model
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #129
VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #130
CLEAR: Generative Counterfactual Explanations on Graphs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #131
Out-of-Distribution Detection with An Adaptive Likelihood Ratio on Informative Hierarchical VAE
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #133
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #134
A Coupled Design of Exploiting Record Similarity for Practical Vertical Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #135
ClimbQ: Class Imbalanced Quantization Enabling Robustness on Efficient Inferences
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #136
Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social Text Classification
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #137
SIREN: Shaping Representations for Detecting Out-of-Distribution Objects
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #138
Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #139
DENSE: Data-Free One-Shot Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #140
SparCL: Sparse Continual Learning on the Edge
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #141
Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #142
Multi-modal Grouping Network for Weakly-Supervised Audio-Visual Video Parsing
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #242
Searching for Better Spatio-temporal Alignment in Few-Shot Action Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #241
Learning Generalizable Part-based Feature Representation for 3D Point Clouds
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #240
Coordinates Are NOT Lonely - Codebook Prior Helps Implicit Neural 3D representations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #239
Set-based Meta-Interpolation for Few-Task Meta-Learning
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #238
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #237
Masked Autoencoders As Spatiotemporal Learners
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #236
Uncovering the Structural Fairness in Graph Contrastive Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #235
AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #234
Learning Best Combination for Efficient N:M Sparsity
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #233
C-Mixup: Improving Generalization in Regression
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #232
GAPX: Generalized Autoregressive Paraphrase-Identification X
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #231
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #230
GAMA: Generative Adversarial Multi-Object Scene Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #229
Composite Feature Selection Using Deep Ensembles
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #228
Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #227
Discovered Policy Optimisation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #226
Learning Structure from the Ground up---Hierarchical Representation Learning by Chunking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #225
Amortized Inference for Heterogeneous Reconstruction in Cryo-EM
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #224
Neural Approximation of Graph Topological Features
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #223
Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #222
Improving Variational Autoencoders with Density Gap-based Regularization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #221
End-to-end Stochastic Optimization with Energy-based Model
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #220
Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #219
Advancing Model Pruning via Bi-level Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #218
Earthformer: Exploring Space-Time Transformers for Earth System Forecasting
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #217
Is Integer Arithmetic Enough for Deep Learning Training?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #216
Dense Interspecies Face Embedding
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #215
Learning State-Aware Visual Representations from Audible Interactions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #214
VITA: Video Instance Segmentation via Object Token Association
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #213
Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #212
Pyramid Attention For Source Code Summarization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #211
An Empirical Study on Disentanglement of Negative-free Contrastive Learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #210
Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #209
Draft-and-Revise: Effective Image Generation with Contextual RQ-Transformer
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #208
Get More at Once: Alternating Sparse Training with Gradient Correction
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #207
Uncertainty Estimation for Multi-view Data: The Power of Seeing the Whole Picture
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #206
Synergy-of-Experts: Collaborate to Improve Adversarial Robustness
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #205
Accelerating Certified Robustness Training via Knowledge Transfer
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #204
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #203
Self-supervised Amodal Video Object Segmentation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #202
Rethinking Image Restoration for Object Detection
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #201
Unsupervised Learning of Shape Programs with Repeatable Implicit Parts
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #200
ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #300
Learning dynamics of deep linear networks with multiple pathways
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #302
FP8 Quantization: The Power of the Exponent
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #303
Pushing the limits of fairness impossibility: Who's the fairest of them all?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #304
Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #305
Pseudo-Riemannian Graph Convolutional Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #306
PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #307
Learning Mixed Multinomial Logits with Provable Guarantees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #308
Truly Deterministic Policy Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #309
A Consistent and Differentiable Lp Canonical Calibration Error Estimator
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #310
Frank-Wolfe-based Algorithms for Approximating Tyler's M-estimator
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #311
Reinforcement Learning with Logarithmic Regret and Policy Switches
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #312
Finite Sample Analysis Of Dynamic Regression Parameter Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #313
Evaluating Robustness to Dataset Shift via Parametric Robustness Sets
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #314
Network change point localisation under local differential privacy
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #315
When Privacy Meets Partial Information: A Refined Analysis of Differentially Private Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #316
Diversified Recommendations for Agents with Adaptive Preferences
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #317
Confident Approximate Policy Iteration for Efficient Local Planning in $q^\pi$-realizable MDPs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #318
Parameter-free Regret in High Probability with Heavy Tails
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #319
Shape And Structure Preserving Differential Privacy
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #320
Multi-layer State Evolution Under Random Convolutional Design
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #321
Graph Neural Networks with Adaptive Readouts
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #322
On the detrimental effect of invariances in the likelihood for variational inference
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #323
Causally motivated multi-shortcut identification and removal
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #324
Learning Predictions for Algorithms with Predictions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #325
Near-Optimal Collaborative Learning in Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #326
Incentivizing Combinatorial Bandit Exploration
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #327
BR-SNIS: Bias Reduced Self-Normalized Importance Sampling
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #328
Differentially Private Learning with Margin Guarantees
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #329
Multiclass Learnability Beyond the PAC Framework: Universal Rates and Partial Concept Classes
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #330
Planning to the Information Horizon of BAMDPs via Epistemic State Abstraction
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #331
Pay attention to your loss : understanding misconceptions about Lipschitz neural networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #332
What You See is What You Get: Principled Deep Learning via Distributional Generalization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #333
Data-Driven Offline Decision-Making via Invariant Representation Learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #334
Learning Manifold Dimensions with Conditional Variational Autoencoders
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #335
Asymptotics of $\ell_2$ Regularized Network Embeddings
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #336
TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #337
Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post Hoc Explanations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #338
CS-Shapley: Class-wise Shapley Values for Data Valuation in Classification
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #339
Teacher Forcing Recovers Reward Functions for Text Generation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #340
Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #341
MGNNI: Multiscale Graph Neural Networks with Implicit Layers
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #342
Gaussian Copula Embeddings
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #442
On Learning Fairness and Accuracy on Multiple Subgroups
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #441
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #440
Sequencer: Deep LSTM for Image Classification
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #439
Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #438
Sound and Complete Verification of Polynomial Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #437
DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #436
Generalized Laplacian Eigenmaps
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #435
Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #434
Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #433
RKHS-SHAP: Shapley Values for Kernel Methods
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #432
Temporally-Consistent Survival Analysis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #431
ULNeF: Untangled Layered Neural Fields for Mix-and-Match Virtual Try-On
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #430
Diffusion-based Molecule Generation with Informative Prior Bridges
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #429
Learning with convolution and pooling operations in kernel methods
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #428
Optimizing Relevance Maps of Vision Transformers Improves Robustness
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #427
Unsupervised Causal Generative Understanding of Images
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #426
SelecMix: Debiased Learning by Contradicting-pair Sampling
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #425
Controllable Text Generation with Neurally-Decomposed Oracle
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #424
Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #423
Rethinking Resolution in the Context of Efficient Video Recognition
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #422
Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #421
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #420
Infinite-Fidelity Coregionalization for Physical Simulation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #419
Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #418
Private Set Generation with Discriminative Information
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #417
Private Synthetic Data for Multitask Learning and Marginal Queries
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #416
Deep Equilibrium Approaches to Diffusion Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #415
A Reparametrization-Invariant Sharpness Measure Based on Information Geometry
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #414
A Statistical Online Inference Approach in Averaged Stochastic Approximation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #413
Understanding Square Loss in Training Overparametrized Neural Network Classifiers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #412
A Deep Reinforcement Learning Framework for Column Generation
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #411
Monte Carlo Augmented Actor-Critic for Sparse Reward Deep Reinforcement Learning from Suboptimal Demonstrations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #410
Pre-Trained Language Models for Interactive Decision-Making
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #243
Models Out of Line: A Fourier Lens on Distribution Shift Robustness
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #409
The Neural Testbed: Evaluating Joint Predictions
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #408
Is a Modular Architecture Enough?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #407
A theory of weight distribution-constrained learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #406
Fast Bayesian Estimation of Point Process Intensity as Function of Covariates
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #405
PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #404
Parallel Tempering With a Variational Reference
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #403
Embrace the Gap: VAEs Perform Independent Mechanism Analysis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #402
Learning Deep Input-Output Stable Dynamics
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #502
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #503
Hyperbolic Embedding Inference for Structured Multi-Label Prediction
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #504
Surprising Instabilities in Training Deep Networks and a Theoretical Analysis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #505
Object Representations as Fixed Points: Training Iterative Refinement Algorithms with Implicit Differentiation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #506
Boosting the Performance of Generic Deep Neural Network Frameworks with Log-supermodular CRFs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #507
SnAKe: Bayesian Optimization with Pathwise Exploration
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #508
On Measuring Excess Capacity in Neural Networks
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #509
Robust Reinforcement Learning using Offline Data
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #510
Thinned random measures for sparse graphs with overlapping communities
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #511
Value Function Decomposition for Iterative Design of Reinforcement Learning Agents
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #512
The Privacy Onion Effect: Memorization is Relative
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #513
Evaluating Graph Generative Models with Contrastively Learned Features
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #514
Weakly supervised causal representation learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #515
Kernel Memory Networks: A Unifying Framework for Memory Modeling
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #516
Wavelet Score-Based Generative Modeling
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #517
Monte Carlo Tree Descent for Black-Box Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #518
Adaptive Sampling for Discovery
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #519
Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #520
Beyond Rewards: a Hierarchical Perspective on Offline Multiagent Behavioral Analysis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #521
Deep Hierarchical Planning from Pixels
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #522
Private Multiparty Perception for Navigation
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #523
Mesoscopic modeling of hidden spiking neurons
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #524
Toward a realistic model of speech processing in the brain with self-supervised learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #525
Harmonizing the object recognition strategies of deep neural networks with humans
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #526
Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #527
Efficient Training of Low-Curvature Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #528
Consistent Sufficient Explanations and Minimal Local Rules for explaining the decision of any classifier or regressor
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #529
Social-Inverse: Inverse Decision-making of Social Contagion Management with Task Migrations
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #530
Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #531
Data-Driven Conditional Robust Optimization
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #532
Subgame Solving in Adversarial Team Games
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #533
Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #534
Universal Rates for Interactive Learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #535
Understanding the Generalization Benefit of Normalization Layers: Sharpness Reduction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #536
Learning from Label Proportions by Learning with Label Noise
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #537
Efficient Methods for Non-stationary Online Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #538
Black-Box Generalization: Stability of Zeroth-Order Learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #539
Provably Efficient Offline Multi-agent Reinforcement Learning via Strategy-wise Bonus
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #540
Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #541
Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #542
VaiPhy: a Variational Inference Based Algorithm for Phylogeny
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #143
Local-Global MCMC kernels: the best of both worlds
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #642
Posterior Matching for Arbitrary Conditioning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #641
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #640
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #639
Rare Gems: Finding Lottery Tickets at Initialization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #638
Rethinking the compositionality of point clouds through regularization in the hyperbolic space
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #637
QC-StyleGAN - Quality Controllable Image Generation and Manipulation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #636
Look Around and Refer: 2D Synthetic Semantics Knowledge Distillation for 3D Visual Grounding
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #635
Fine-Grained Semantically Aligned Vision-Language Pre-Training
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #634
Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #633
Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #632
SageMix: Saliency-Guided Mixup for Point Clouds
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #631
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #630
Decomposing NeRF for Editing via Feature Field Distillation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #629
Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #628
Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #627
Hierarchical Normalization for Robust Monocular Depth Estimation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #626
GLIPv2: Unifying Localization and Vision-Language Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #625
AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #624
Single-phase deep learning in cortico-cortical networks
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #623
Understanding Robust Learning through the Lens of Representation Similarities
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #622
EF-BV: A Unified Theory of Error Feedback and Variance Reduction Mechanisms for Biased and Unbiased Compression in Distributed Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #621
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #620
Scalable Neural Video Representations with Learnable Positional Features
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #619
Are All Losses Created Equal: A Neural Collapse Perspective
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #618
Lazy and Fast Greedy MAP Inference for Determinantal Point Process
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #617
Smoothed Online Convex Optimization Based on Discounted-Normal-Predictor
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #616
Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #615
Fast Bayesian Coresets via Subsampling and Quasi-Newton Refinement
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #614
Biological Learning of Irreducible Representations of Commuting Transformations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #613
When to Ask for Help: Proactive Interventions in Autonomous Reinforcement Learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #612
PALMER: Perception - Action Loop with Memory for Long-Horizon Planning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #611
Training Subset Selection for Weak Supervision
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #610
Contrastive Learning as Goal-Conditioned Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #609
CyCLIP: Cyclic Contrastive Language-Image Pretraining
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #608
Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #607
Trading off Utility, Informativeness, and Complexity in Emergent Communication
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #606
Reduced Representation of Deformation Fields for Effective Non-rigid Shape Matching
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #605
Revisiting Neural Scaling Laws in Language and Vision
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #604
FourierFormer: Transformer Meets Generalized Fourier Integral Theorem
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #603
Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #602
Enhanced Bilevel Optimization via Bregman Distance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #701
Adaptive Multi-stage Density Ratio Estimation for Learning Latent Space Energy-based Model
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #702
Learning Robust Rule Representations for Abstract Reasoning via Internal Inferences
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #703
Saliency-Aware Neural Architecture Search
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #704
Training with More Confidence: Mitigating Injected and Natural Backdoors During Training
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #705
First is Better Than Last for Language Data Influence
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #706
When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #707
Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #708
A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #709
Maximum Likelihood Training of Implicit Nonlinear Diffusion Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #710
On Divergence Measures for Bayesian Pseudocoresets
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #711
Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #712
MABSplit: Faster Forest Training Using Multi-Armed Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #713
Reconstructing Training Data From Trained Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #714
Information-Theoretic Safe Exploration with Gaussian Processes
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #715
Pruning’s Effect on Generalization Through the Lens of Training and Regularization
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #716
End-to-end Algorithm Synthesis with Recurrent Networks: Extrapolation without Overthinking
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #717
Conformal Prediction with Temporal Quantile Adjustments
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #718
Expected Frequency Matrices of Elections: Computation, Geometry, and Preference Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #719
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #720
Online PAC-Bayes Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #722
On the inability of Gaussian process regression to optimally learn compositional functions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #723
Online Agnostic Multiclass Boosting
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #724
Beyond the Best: Distribution Functional Estimation in Infinite-Armed Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #725
Efficient Submodular Optimization under Noise: Local Search is Robust
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #726
Adversarially Robust Learning: A Generic Minimax Optimal Learner and Characterization
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #727
A Regret-Variance Trade-Off in Online Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #728
On the Effective Number of Linear Regions in Shallow Univariate ReLU Networks: Convergence Guarantees and Implicit Bias
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #729
Off-Policy Evaluation for Episodic Partially Observable Markov Decision Processes under Non-Parametric Models
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #730
Probabilistic Missing Value Imputation for Mixed Categorical and Ordered Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #731
Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #732
Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #734
Coresets for Vertical Federated Learning: Regularized Linear Regression and $K$-Means Clustering
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #735
Active Bayesian Causal Inference
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #736
All Politics is Local: Redistricting via Local Fairness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #343
Sequence Model Imitation Learning with Unobserved Contexts
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #737
Anticipating Performativity by Predicting from Predictions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #738
Graphein - a Python Library for Geometric Deep Learning and Network Analysis on Biomolecular Structures and Interaction Networks
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #739
The computational and learning benefits of Daleian neural networks
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #740
Optimal Algorithms for Decentralized Stochastic Variational Inequalities
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #741
Theory and Approximate Solvers for Branched Optimal Transport with Multiple Sources
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #742
Algorithms with Prediction Portfolios
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #842
Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #841
A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #443
Understanding the Eluder Dimension
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #840
Robust Model Selection and Nearly-Proper Learning for GMMs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #839
On Gap-dependent Bounds for Offline Reinforcement Learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #838
Perfect Sampling from Pairwise Comparisons
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #837
Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe Algorithm under Parallelization
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #836
Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #835
Multi-block-Single-probe Variance Reduced Estimator for Coupled Compositional Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #834
Provably expressive temporal graph networks
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #833
What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #831
Dynamic Fair Division with Partial Information
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #830
On Computing Probabilistic Explanations for Decision Trees
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #829
Anonymized Histograms in Intermediate Privacy Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #828
List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #827
The First Optimal Acceleration of High-Order Methods in Smooth Convex Optimization
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #826
Near-Optimal Sample Complexity Bounds for Constrained MDPs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #825
Verification and search algorithms for causal DAGs
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #824
Learning and Covering Sums of Independent Random Variables with Unbounded Support
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #823
Fast Mixing of Stochastic Gradient Descent with Normalization and Weight Decay
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #822
Robust Testing in High-Dimensional Sparse Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #821
Dynamic Tensor Product Regression
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #820
Semi-supervised Active Linear Regression
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #819
Quantum Speedups of Optimizing Approximately Convex Functions with Applications to Logarithmic Regret Stochastic Convex Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #818
Independence Testing for Bounded Degree Bayesian Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #817
Re-Analyze Gauss: Bounds for Private Matrix Approximation via Dyson Brownian Motion
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #816
Context-Based Dynamic Pricing with Partially Linear Demand Model
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #815
Extra-Newton: A First Approach to Noise-Adaptive Accelerated Second-Order Methods
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #814
Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #813
Causal Inference with Non-IID Data using Linear Graphical Models
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #812
Submodular Maximization in Clean Linear Time
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #811
Continuously Tempered PDMP samplers
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #810
Regret Bounds for Multilabel Classification in Sparse Label Regimes
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #809
Provable Benefit of Multitask Representation Learning in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #808
BEER: Fast $O(1/T)$ Rate for Decentralized Nonconvex Optimization with Communication Compression
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #807
Incrementality Bidding via Reinforcement Learning under Mixed and Delayed Rewards
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #806
DataMUX: Data Multiplexing for Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #805
Adaptively Exploiting d-Separators with Causal Bandits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #804
Spending Thinking Time Wisely: Accelerating MCTS with Virtual Expansions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #803
Toward Efficient Robust Training against Union of $\ell_p$ Threat Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #802
Inverse Game Theory for Stackelberg Games: the Blessing of Bounded Rationality
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #801
Global Normalization for Streaming Speech Recognition in a Modular Framework
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #800
Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #900
DeepInteraction: 3D Object Detection via Modality Interaction
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #901
Category-Level 6D Object Pose Estimation in the Wild: A Semi-Supervised Learning Approach and A New Dataset
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #902
Planning for Sample Efficient Imitation Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #903
On Enforcing Better Conditioned Meta-Learning for Rapid Few-Shot Adaptation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #904
Polynomial Neural Fields for Subband Decomposition and Manipulation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #905
Improving Self-Supervised Learning by Characterizing Idealized Representations
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #906
Deep Ensembles Work, But Are They Necessary?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #907
Learning to Mitigate AI Collusion on Economic Platforms
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #908
Hamiltonian Latent Operators for content and motion disentanglement in image sequences
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #909
Posterior Collapse of a Linear Latent Variable Model
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #910
TREC: Transient Redundancy Elimination-based Convolution
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #911
Unsupervised Reinforcement Learning with Contrastive Intrinsic Control
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #912
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #913
Unsupervised Cross-Task Generalization via Retrieval Augmentation
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #914
Self-Supervised Learning Through Efference Copies
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #915
Aligning individual brains with fused unbalanced Gromov Wasserstein
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #916
Formalizing Consistency and Coherence of Representation Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #918
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #919
Class-Dependent Label-Noise Learning with Cycle-Consistency Regularization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #920
Solving Quantitative Reasoning Problems with Language Models
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #921
GENIE: Higher-Order Denoising Diffusion Solvers
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #922
Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #923
Marksman Backdoor: Backdoor Attacks with Arbitrary Target Class
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #924
Fuzzy Learning Machine
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #925
Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #926
Grounded Video Situation Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #927
Robust Neural Posterior Estimation and Statistical Model Criticism
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #928
RAMBO-RL: Robust Adversarial Model-Based Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #929
Instance-based Learning for Knowledge Base Completion
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #930
Sub-exponential time Sum-of-Squares lower bounds for Principal Components Analysis
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #931
Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #932
A Rotated Hyperbolic Wrapped Normal Distribution for Hierarchical Representation Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #933
Finding and Listing Front-door Adjustment Sets
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #934
SALSA: Attacking Lattice Cryptography with Transformers
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #935
Automatic differentiation of nonsmooth iterative algorithms
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #936
Learning from a Sample in Online Algorithms
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #937
Trajectory of Mini-Batch Momentum: Batch Size Saturation and Convergence in High Dimensions
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #938
Improved Algorithms for Neural Active Learning
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #939
Matching in Multi-arm Bandit with Collision
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #940
A Spectral Approach to Item Response Theory
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #941
JAWS: Auditing Predictive Uncertainty Under Covariate Shift
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #942
Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1042
MetricFormer: A Unified Perspective of Correlation Exploring in Similarity Learning
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1041
ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1040
Learning Recourse on Instance Environment to Enhance Prediction Accuracy
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1039
Spherization Layer: Representation Using Only Angles
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1038
Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1037
Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1036
Efficient and Stable Fully Dynamic Facility Location
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1035
Coresets for Wasserstein Distributionally Robust Optimization Problems
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1034
Differentially Private Online-to-batch for Smooth Losses
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1033
How Transferable are Video Representations Based on Synthetic Data?
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1032
SafeBench: A Benchmarking Platform for Safety Evaluation of Autonomous Vehicles
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1031
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1030
DABS 2.0: Improved Datasets and Algorithms for Universal Self-Supervision
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1029
GOOD: A Graph Out-of-Distribution Benchmark
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1028
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1027
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1026
EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1025
DART: Articulated Hand Model with Diverse Accessories and Rich Textures
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1024
HandMeThat: Human-Robot Communication in Physical and Social Environments
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1023
The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1022
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1021
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1020
Enabling Detailed Action Recognition Evaluation Through Video Dataset Augmentation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1019
Multi-LexSum: Real-world Summaries of Civil Rights Lawsuits at Multiple Granularities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1018
SurDis: A Surface Discontinuity Dataset for Wearable Technology to Assist Blind Navigation in Urban Environments
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1017
Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1016
StrokeRehab: A Benchmark Dataset for Sub-second Action Identification
[
Slides]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1015
A new dataset for multilingual keyphrase generation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1014
Communicating Natural Programs to Humans and Machines
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1013
ComMU: Dataset for Combinatorial Music Generation
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1012
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1011
This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1010
Flare7K: A Phenomenological Nighttime Flare Removal Dataset
[
Poster]
[
OpenReview]
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1009
Online Nonnegative CP-dictionary Learning for Markovian Data
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1008
Supervised Dimensionality Reduction and Visualization using Centroid-Encoder
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1007
Accelerated Zeroth-Order and First-Order Momentum Methods from Mini to Minimax Optimization
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1006
Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1005
[Re] Explaining in Style: Training a GAN to explain a classifier in StyleSpace
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1004
[Re] Replication Study of DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1003
[Re] Value Alignment Verification
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1002
Machine Learning on Graphs: A Model and Comprehensive Taxonomy
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #101
Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #103
Discovering and Overcoming Limitations of Noise-engineered Data-free Knowledge Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #105
Exploration via Elliptical Episodic Bonuses
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #107
Uni[MASK]: Unified Inference in Sequential Decision Problems
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #108
Learning to Navigate Wikipedia by Taking Random Walks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #109
Reinforcement Learning with Neural Radiance Fields
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #110
Few-Shot Audio-Visual Learning of Environment Acoustics
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #111
You Can’t Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #112
Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #113
Understanding and Improving Robustness of Vision Transformers through Patch-based Negative Augmentation
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #114
Missing Data Imputation and Acquisition with Deep Hierarchical Models and Hamiltonian Monte Carlo
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #115
Local Latent Space Bayesian Optimization over Structured Inputs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #116
Bayesian Clustering of Neural Spiking Activity Using a Mixture of Dynamic Poisson Factor Analyzers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #117
Spherical Channels for Modeling Atomic Interactions
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #118
Understanding the Evolution of Linear Regions in Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #119
A General Framework for Auditing Differentially Private Machine Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #120
CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #121
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #122
Efficient Non-Parametric Optimizer Search for Diverse Tasks
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #123
Transform Once: Efficient Operator Learning in Frequency Domain
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #124
Sparse Interaction Additive Networks via Feature Interaction Detection and Sparse Selection
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #125
Meta-Learning Dynamics Forecasting Using Task Inference
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #126
Implicit Neural Representations with Levels-of-Experts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #127
Towards Theoretically Inspired Neural Initialization Optimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #128
Improving GANs with A Dynamic Discriminator
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #129
Towards Learning Universal Hyperparameter Optimizers with Transformers
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #130
Graph Self-supervised Learning with Accurate Discrepancy Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #131
A2: Efficient Automated Attacker for Boosting Adversarial Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #133
Boosting Out-of-distribution Detection with Typical Features
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #134
Unified Optimal Transport Framework for Universal Domain Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #135
Geometric Order Learning for Rank Estimation
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #136
MACK: Multimodal Aligned Conceptual Knowledge for Unpaired Image-text Matching
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #137
Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #138
Meta-Learning with Self-Improving Momentum Target
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #139
GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #140
CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #141
Semi-supervised Vision Transformers at Scale
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #142
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #242
Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #241
Self-Supervised Visual Representation Learning with Semantic Grouping
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #240
Geometry-aware Two-scale PIFu Representation for Human Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #239
360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter Tuning
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #238
FeLMi : Few shot Learning with hard Mixup
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #237
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #236
Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #235
One-shot Neural Backdoor Erasing via Adversarial Weight Masking
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #234
BILCO: An Efficient Algorithm for Joint Alignment of Time Series
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #233
LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #232
Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #231
AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #230
Learning to Discover and Detect Objects
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #229
Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #228
Unsupervised Learning of Group Invariant and Equivariant Representations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #227
Towards Understanding Grokking: An Effective Theory of Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #226
DMAP: a Distributed Morphological Attention Policy for learning to locomote with a changing body
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #225
Decentralized Training of Foundation Models in Heterogeneous Environments
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #224
Model-based Lifelong Reinforcement Learning with Bayesian Exploration
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #223
Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #222
FedSR: A Simple and Effective Domain Generalization Method for Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #221
Sample-Then-Optimize Batch Neural Thompson Sampling
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #220
Improving Diffusion Models for Inverse Problems using Manifold Constraints
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #219
FedAvg with Fine Tuning: Local Updates Lead to Representation Learning
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #218
Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #217
Orthogonal Transformer: An Efficient Vision Transformer Backbone with Token Orthogonalization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #216
Jump Self-attention: Capturing High-order Statistics in Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #215
Flamingo: a Visual Language Model for Few-Shot Learning
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #214
Visual Prompting via Image Inpainting
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #213
MAtt: A Manifold Attention Network for EEG Decoding
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #212
Distilled Gradient Aggregation: Purify Features for Input Attribution in the Deep Neural Network
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #211
Visual Concepts Tokenization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #210
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #209
HierSpeech: Bridging the Gap between Text and Speech by Hierarchical Variational Inference using Self-supervised Representations for Speech Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #208
Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #207
Weighted Mutual Learning with Diversity-Driven Model Compression
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #206
Understanding Benign Overfitting in Gradient-Based Meta Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #205
Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attack
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #204
TransTab: Learning Transferable Tabular Transformers Across Tables
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #203
Federated Learning from Pre-Trained Models: A Contrastive Learning Approach
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #202
Multi-objective Deep Data Generation with Correlated Property Control
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #201
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #200
The Policy-gradient Placement and Generative Routing Neural Networks for Chip Design
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #300
Staircase Attention for Recurrent Processing of Sequences
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #302
On the Stability and Scalability of Node Perturbation Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #303
Unpacking Reward Shaping: Understanding the Benefits of Reward Engineering on Sample Complexity
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #304
Doubly Robust Counterfactual Classification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #305
PlasticityNet: Learning to Simulate Metal, Sand, and Snow for Optimization Time Integration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #306
Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #307
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #308
Learning to Branch with Tree MDPs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #309
Generalization Bounds for Stochastic Gradient Descent via Localized $\varepsilon$-Covers
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #310
Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #311
A Unifying Framework for Online Optimization with Long-Term Constraints
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #312
Beyond IID: data-driven decision-making in heterogeneous environments
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #313
Consistent Interpolating Ensembles via the Manifold-Hilbert Kernel
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #314
Optimal Efficiency-Envy Trade-Off via Optimal Transport
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #315
On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #316
On the Epistemic Limits of Personalized Prediction
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #317
Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #318
Multi-Class $H$-Consistency Bounds
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #319
Debiased Machine Learning without Sample-Splitting for Stable Estimators
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #320
The Sample Complexity of One-Hidden-Layer Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #321
coVariance Neural Networks
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #322
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #323
Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #324
Adaptive Data Debiasing through Bounded Exploration
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #325
Enhancing Safe Exploration Using Safety State Augmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #326
Leveraging the Hints: Adaptive Bidding in Repeated First-Price Auctions
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #327
Off-Policy Evaluation for Action-Dependent Non-stationary Environments
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #328
Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #329
Bounding and Approximating Intersectional Fairness through Marginal Fairness
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #330
Brownian Noise Reduction: Maximizing Privacy Subject to Accuracy Constraints
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #331
Asynchronous SGD Beats Minibatch SGD Under Arbitrary Delays
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #332
A Reduction to Binary Approach for Debiasing Multiclass Datasets
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #333
Post-hoc estimators for learning to defer to an expert
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #334
A Closer Look at Learned Optimization: Stability, Robustness, and Inductive Biases
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #335
The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #336
Policy Gradient With Serial Markov Chain Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #337
Beyond neural scaling laws: beating power law scaling via data pruning
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #338
Left Heavy Tails and the Effectiveness of the Policy and Value Networks in DNN-based best-first search for Sokoban Planning
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #339
Uncertainty-Aware Reinforcement Learning for Risk-Sensitive Player Evaluation in Sports Game
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #340
Structure-Aware Image Segmentation with Homotopy Warping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #341
PhysGNN: A Physics--Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image--Guided Neurosurgery
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #342
Generating Long Videos of Dynamic Scenes
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #442
Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #441
Towards Reasonable Budget Allocation in Untargeted Graph Structure Attacks via Gradient Debias
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #440
SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #439
Learning to Drop Out: An Adversarial Approach to Training Sequence VAEs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #438
Torsional Diffusion for Molecular Conformer Generation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #437
Personalized Online Federated Learning with Multiple Kernels
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #436
Normalizing Flows for Knockoff-free Controlled Feature Selection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #435
Efficiency Ordering of Stochastic Gradient Descent
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #434
Learning Bipartite Graphs: Heavy Tails and Multiple Components
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #433
Batch Bayesian optimisation via density-ratio estimation with guarantees
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #432
Discovery of Single Independent Latent Variable
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #431
Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #430
Graph Coloring via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #429
Better Uncertainty Calibration via Proper Scores for Classification and Beyond
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #428
Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #427
Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #426
Understanding Programmatic Weak Supervision via Source-aware Influence Function
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #425
CoPur: Certifiably Robust Collaborative Inference via Feature Purification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #424
TA-GATES: An Encoding Scheme for Neural Network Architectures
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #423
MaskPlace: Fast Chip Placement via Reinforced Visual Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #422
BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #421
ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #420
Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #419
Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #418
Rethinking Value Function Learning for Generalization in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #417
Weighted Distillation with Unlabeled Examples
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #416
A Theoretical View on Sparsely Activated Networks
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #415
Deep Learning Methods for Proximal Inference via Maximum Moment Restriction
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #414
Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #413
A Quantitative Geometric Approach to Neural-Network Smoothness
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #412
Large-Scale Differentiable Causal Discovery of Factor Graphs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #410
Neural Basis Models for Interpretability
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #409
Semantic Exploration from Language Abstractions and Pretrained Representations
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #408
Deconfounded Representation Similarity for Comparison of Neural Networks
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #407
If Influence Functions are the Answer, Then What is the Question?
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #406
Early Stage Convergence and Global Convergence of Training Mildly Parameterized Neural Networks
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #405
Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #404
Chaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #403
Challenging Common Assumptions in Convex Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #402
Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #502
Contrastive Neural Ratio Estimation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #503
Symmetry Teleportation for Accelerated Optimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #504
VectorAdam for Rotation Equivariant Geometry Optimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #143
Neural Stochastic PDEs: Resolution-Invariant Learning of Continuous Spatiotemporal Dynamics
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #505
Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #506
Fault-Aware Neural Code Rankers
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #507
End-to-end Symbolic Regression with Transformers
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #508
Masked Prediction: A Parameter Identifiability View
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #509
Moment Distributionally Robust Tree Structured Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #510
Inference and Sampling for Archimax Copulas
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #511
Operative dimensions in unconstrained connectivity of recurrent neural networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #512
Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #513
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #514
Flexible Diffusion Modeling of Long Videos
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #515
Free Probability for predicting the performance of feed-forward fully connected neural networks
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #516
Gold-standard solutions to the Schrödinger equation using deep learning: How much physics do we need?
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #517
Manifold Interpolating Optimal-Transport Flows for Trajectory Inference
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #518
Reinforcement Learning with a Terminator
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #519
DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #520
Multi-Agent Reinforcement Learning is a Sequence Modeling Problem
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #521
Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #522
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #523
Symmetry-induced Disentanglement on Graphs
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #524
An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #525
STaR: Bootstrapping Reasoning With Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #526
Learning Physics Constrained Dynamics Using Autoencoders
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #527
LAMP: Extracting Text from Gradients with Language Model Priors
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #528
Imbalance Trouble: Revisiting Neural-Collapse Geometry
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #529
ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #530
Improved Imaging by Invex Regularizers with Global Optima Guarantees
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #531
Trade-off between Payoff and Model Rewards in Shapley-Fair Collaborative Machine Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #532
Follow-the-Perturbed-Leader for Adversarial Markov Decision Processes with Bandit Feedback
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #533
Learning from Distributed Users in Contextual Linear Bandits Without Sharing the Context
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #534
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #535
Adversarial Reprogramming Revisited
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #537
A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #538
Randomized Sketches for Clustering: Fast and Optimal Kernel $k$-Means
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #539
On-Demand Sampling: Learning Optimally from Multiple Distributions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #540
Constrained Langevin Algorithms with L-mixing External Random Variables
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #541
Gradient-Free Methods for Deterministic and Stochastic Nonsmooth Nonconvex Optimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #542
Fair Wrapping for Black-box Predictions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #642
Do Residual Neural Networks discretize Neural Ordinary Differential Equations?
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #641
Recipe for a General, Powerful, Scalable Graph Transformer
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #640
Confident Adaptive Language Modeling
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #639
Are AlphaZero-like Agents Robust to Adversarial Perturbations?
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #638
Non-rigid Point Cloud Registration with Neural Deformation Pyramid
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #637
Peripheral Vision Transformer
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #636
Mind Reader: Reconstructing complex images from brain activities
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #635
RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #634
Few-shot Relational Reasoning via Connection Subgraph Pretraining
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #633
ASPiRe: Adaptive Skill Priors for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #632
Point Transformer V2: Grouped Vector Attention and Partition-based Pooling
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #631
M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #630
Deep Compression of Pre-trained Transformer Models
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #629
A Variational Edge Partition Model for Supervised Graph Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #628
MCMAE: Masked Convolution Meets Masked Autoencoders
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #627
Neural-Symbolic Entangled Framework for Complex Query Answering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #626
SwinTrack: A Simple and Strong Baseline for Transformer Tracking
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #625
OnePose++: Keypoint-Free One-Shot Object Pose Estimation without CAD Models
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #624
Learning Neural Acoustic Fields
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #623
Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #622
Interpolation and Regularization for Causal Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #621
Blackbox Attacks via Surrogate Ensemble Search
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #620
Green Hierarchical Vision Transformer for Masked Image Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #619
A Practical, Progressively-Expressive GNN
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #618
Improving Neural Ordinary Differential Equations with Nesterov's Accelerated Gradient Method
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #617
Risk Bounds of Multi-Pass SGD for Least Squares in the Interpolation Regime
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #616
Between Stochastic and Adversarial Online Convex Optimization: Improved Regret Bounds via Smoothness
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #615
DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #614
Learning Symmetric Rules with SATNet
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #613
Evaluation beyond Task Performance: Analyzing Concepts in AlphaZero in Hex
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #612
Distributionally Adaptive Meta Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #611
HyperTree Proof Search for Neural Theorem Proving
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #610
You Only Live Once: Single-Life Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #609
CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #608
Are all Frames Equal? Active Sparse Labeling for Video Action Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #607
The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #606
Diffusion-LM Improves Controllable Text Generation
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #605
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #604
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #603
Stochastic Adaptive Activation Function
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #602
Benefits of Permutation-Equivariance in Auction Mechanisms
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #701
Random Sharpness-Aware Minimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #702
On-Device Training Under 256KB Memory
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #703
Factorized-FL: Personalized Federated Learning with Parameter Factorization & Similarity Matching
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #704
A Closer Look at Prototype Classifier for Few-shot Image Classification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #705
On the Strong Correlation Between Model Invariance and Generalization
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #706
“Why Not Other Classes?”: Towards Class-Contrastive Back-Propagation Explanations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #707
Parameter-Efficient Masking Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #708
Make Some Noise: Reliable and Efficient Single-Step Adversarial Training
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #709
ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #710
One Positive Label is Sufficient: Single-Positive Multi-Label Learning with Label Enhancement
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #711
Why So Pessimistic? Estimating Uncertainties for Offline RL through Ensembles, and Why Their Independence Matters
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #712
Identifiability of deep generative models without auxiliary information
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #713
Beyond spectral gap: the role of the topology in decentralized learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #714
Change-point Detection for Sparse and Dense Functional Data in General Dimensions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #715
Invariant and Transportable Representations for Anti-Causal Domain Shifts
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #716
Robust Feature-Level Adversaries are Interpretability Tools
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #717
Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #718
Anonymous Bandits for Multi-User Systems
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #719
Branch & Learn for Recursively and Iteratively Solvable Problems in Predict+Optimize
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #720
Model-based RL with Optimistic Posterior Sampling: Structural Conditions and Sample Complexity
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #722
Reproducibility in Optimization: Theoretical Framework and Limits
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #723
Adversarial Robustness is at Odds with Lazy Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #724
The Curse of Unrolling: Rate of Differentiating Through Optimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #725
On the Theoretical Properties of Noise Correlation in Stochastic Optimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #726
Support Recovery in Sparse PCA with Incomplete Data
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #727
Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #728
A gradient estimator via L1-randomization for online zero-order optimization with two point feedback
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #729
Hypothesis Testing for Differentially Private Linear Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #730
Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #731
One for All: Simultaneous Metric and Preference Learning over Multiple Users
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #732
AdaFocal: Calibration-aware Adaptive Focal Loss
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #734
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #735
Fair Ranking with Noisy Protected Attributes
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #736
Off-Policy Evaluation with Deficient Support Using Side Information
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #737
How to talk so AI will learn: Instructions, descriptions, and autonomy
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #738
Capturing Failures of Large Language Models via Human Cognitive Biases
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #739
A time-resolved theory of information encoding in recurrent neural networks
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #740
Learning Chaotic Dynamics in Dissipative Systems
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #741
On Elimination Strategies for Bandit Fixed-Confidence Identification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #742
(Optimal) Online Bipartite Matching with Degree Information
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #842
Scalable and Efficient Non-adaptive Deterministic Group Testing
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #840
Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #839
A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #838
Sample Complexity of Learning Heuristic Functions for Greedy-Best-First and A* Search
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #837
Distributionally Robust Optimization via Ball Oracle Acceleration
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #836
Online Bipartite Matching with Advice: Tight Robustness-Consistency Tradeoffs for the Two-Stage Model
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #835
GraB: Finding Provably Better Data Permutations than Random Reshuffling
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #834
House of Cans: Covert Transmission of Internal Datasets via Capacity-Aware Neuron Steganography
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #833
A Causal Analysis of Harm
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #831
Simple Mechanisms for Welfare Maximization in Rich Advertising Auctions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #830
On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and Dice
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #829
Online Algorithms for the Santa Claus Problem
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #828
Learning on the Edge: Online Learning with Stochastic Feedback Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #827
Optimal Dynamic Regret in LQR Control
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #826
Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #825
Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #824
Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #823
Pessimism for Offline Linear Contextual Bandits using $\ell_p$ Confidence Sets
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #822
Mean Estimation in High-Dimensional Binary Markov Gaussian Mixture Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #821
Queue Up Your Regrets: Achieving the Dynamic Capacity Region of Multiplayer Bandits
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #820
The First Optimal Algorithm for Smooth and Strongly-Convex-Strongly-Concave Minimax Optimization
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #819
Beyond black box densities: Parameter learning for the deviated components
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #818
A Best-of-Both-Worlds Algorithm for Bandits with Delayed Feedback
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #817
New Lower Bounds for Private Estimation and a Generalized Fingerprinting Lemma
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #816
Policy Optimization for Markov Games: Unified Framework and Faster Convergence
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #815
A Damped Newton Method Achieves Global $\mathcal O \left(\frac{1}{k^2}\right)$ and Local Quadratic Convergence Rate
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #814
Local Identifiability of Deep ReLU Neural Networks: the Theory
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #813
Conditional Independence Testing with Heteroskedastic Data and Applications to Causal Discovery
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #812
Online Allocation and Learning in the Presence of Strategic Agents
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #811
Signal Recovery with Non-Expansive Generative Network Priors
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #810
Practical Adversarial Multivalid Conformal Prediction
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #809
Sublinear Algorithms for Hierarchical Clustering
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #808
Large-scale Optimization of Partial AUC in a Range of False Positive Rates
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #807
Stability Analysis and Generalization Bounds of Adversarial Training
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #806
Globally Gated Deep Linear Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #805
Generalization Analysis on Learning with a Concurrent Verifier
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #804
Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #803
Test Time Adaptation via Conjugate Pseudo-labels
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #802
Best of Both Worlds Model Selection
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #801
Logical Credal Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #800
Low-Rank Modular Reinforcement Learning via Muscle Synergy
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #900
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #901
Self-supervised surround-view depth estimation with volumetric feature fusion
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #902
Promising or Elusive? Unsupervised Object Segmentation from Real-world Single Images
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #903
Learning to Attack Federated Learning: A Model-based Reinforcement Learning Attack Framework
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #904
Sparse Probabilistic Circuits via Pruning and Growing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #905
Explaining Preferences with Shapley Values
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #906
Implications of Model Indeterminacy for Explanations of Automated Decisions
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #907
Self-Explaining Deviations for Coordination
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #908
A Direct Approximation of AIXI Using Logical State Abstractions
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #909
Adjoint-aided inference of Gaussian process driven differential equations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #910
Beyond L1: Faster and Better Sparse Models with skglm
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #911
Robust Imitation of a Few Demonstrations with a Backwards Model
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #912
Improving Policy Learning via Language Dynamics Distillation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #913
Monocular Dynamic View Synthesis: A Reality Check
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #914
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #915
Test-Time Training with Masked Autoencoders
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #916
Learning Modular Simulations for Homogeneous Systems
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #917
Flowification: Everything is a normalizing flow
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #919
OpenAUC: Towards AUC-Oriented Open-Set Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #920
Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #921
Contrastive Adapters for Foundation Model Group Robustness
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #922
Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #923
Rethinking Lipschitz Neural Networks and Certified Robustness: A Boolean Function Perspective
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #924
Riemannian Neural SDE: Learning Stochastic Representations on Manifolds
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #925
Discovering Design Concepts for CAD Sketches
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #926
🏘️ ProcTHOR: Large-Scale Embodied AI Using Procedural Generation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #927
Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization?
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #928
Risk-Driven Design of Perception Systems
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #929
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #930
On the Generalization Power of the Overfitted Three-Layer Neural Tangent Kernel Model
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #931
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #932
On Deep Generative Models for Approximation and Estimation of Distributions on Manifolds
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #933
Constants of motion network
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #934
Graph Scattering beyond Wavelet Shackles
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #935
On Margins and Generalisation for Voting Classifiers
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #936
Stochastic Online Learning with Feedback Graphs: Finite-Time and Asymptotic Optimality
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #938
Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #939
Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #940
Provable Defense against Backdoor Policies in Reinforcement Learning
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #941
Cost-efficient Gaussian tensor network embeddings for tensor-structured inputs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #942
Online Learning and Pricing for Network Revenue Management with Reusable Resources
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1042
MultiScan: Scalable RGBD scanning for 3D environments with articulated objects
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1041
FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1040
DeepFoids: Adaptive Bio-Inspired Fish Simulation with Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1039
Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1038
Understanding Non-linearity in Graph Neural Networks from the Bayesian-Inference Perspective
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1037
Graph Reordering for Cache-Efficient Near Neighbor Search
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1036
Boosting Barely Robust Learners: A New Perspective on Adversarial Robustness
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1035
The Gyro-Structure of Some Matrix Manifolds
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1034
Revisit last-iterate convergence of mSGD under milder requirement on step size
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1033
Robustness Analysis of Video-Language Models Against Visual and Language Perturbations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1032
Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1031
AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1030
JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1029
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1028
Towards Better Evaluation for Dynamic Link Prediction
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1027
Avalon: A Benchmark for RL Generalization Using Procedurally Generated Worlds
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1026
GriddlyJS: A Web IDE for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1025
AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1024
VLMbench: A Compositional Benchmark for Vision-and-Language Manipulation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1023
OpenFilter: A Framework to Democratize Research Access to Social Media AR Filters
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1022
Forecasting Future World Events With Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1021
Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1020
TAP-Vid: A Benchmark for Tracking Any Point in a Video
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1019
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1018
IKEA-Manual: Seeing Shape Assembly Step by Step
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1017
Model Zoos: A Dataset of Diverse Populations of Neural Network Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1016
mRI: Multi-modal 3D Human Pose Estimation Dataset using mmWave, RGB-D, and Inertial Sensors
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Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1015
A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction
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Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1014
Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1013
A Large Scale Search Dataset for Unbiased Learning to Rank
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1012
Open High-Resolution Satellite Imagery: The WorldStrat Dataset – With Application to Super-Resolution
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Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1011
Sample Efficiency Matters: A Benchmark for Practical Molecular Optimization
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Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1010
MSDS: A Large-Scale Chinese Signature and Token Digit String Dataset for Handwriting Verification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1009
Truncated Emphatic Temporal Difference Methods for Prediction and Control
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1008
IALE: Imitating Active Learner Ensembles
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1007
Fast and Robust Rank Aggregation against Model Misspecification
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1006
All You Need is a Good Functional Prior for Bayesian Deep Learning
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1005
[Re] Solving Phase Retrieval With a Learned Reference
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1004
[Re] Strategic classification made practical: reproduction
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1003
[Re] Graph Edit Networks
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #101
Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #103
Active Learning Through a Covering Lens
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #105
Sparse Winning Tickets are Data-Efficient Image Recognizers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #107
Active Learning Helps Pretrained Models Learn the Intended Task
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #108
Star Temporal Classification: Sequence Modeling with Partially Labeled Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #109
S-PIFu: Integrating Parametric Human Models with PIFu for Single-view Clothed Human Reconstruction
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Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #110
Interaction-Grounded Learning with Action-Inclusive Feedback
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #111
Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #112
NCP: Neural Correspondence Prior for Effective Unsupervised Shape Matching
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #113
Environment Diversification with Multi-head Neural Network for Invariant Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #114
Denoising Diffusion Restoration Models
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #115
Predictive Coding beyond Gaussian Distributions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #116
Trajectory balance: Improved credit assignment in GFlowNets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #117
The least-control principle for local learning at equilibrium
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #118
Universally Expressive Communication in Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #119
Introspective Learning : A Two-Stage approach for Inference in Neural Networks
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #120
Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #121
Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #122
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #123
Spartan: Differentiable Sparsity via Regularized Transportation
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #124
S3GC: Scalable Self-Supervised Graph Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #125
HUMUS-Net: Hybrid Unrolled Multi-scale Network Architecture for Accelerated MRI Reconstruction
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #126
DreamShard: Generalizable Embedding Table Placement for Recommender Systems
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #127
Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #128
Graph Learning Assisted Multi-Objective Integer Programming
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #129
CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #130
Roadblocks for Temporarily Disabling Shortcuts and Learning New Knowledge
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #131
Contrastive Graph Structure Learning via Information Bottleneck for Recommendation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #133
Mining Multi-Label Samples from Single Positive Labels
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #134
Reinforced Genetic Algorithm for Structure-based Drug Design
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #135
Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #136
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #137
Class-Aware Adversarial Transformers for Medical Image Segmentation
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #138
Debiased Self-Training for Semi-Supervised Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #139
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #140
Single-Stage Visual Relationship Learning using Conditional Queries
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #141
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #142
DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #242
OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point Clouds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #241
Physically-Based Face Rendering for NIR-VIS Face Recognition
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #240
HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #239
Scaling Multimodal Pre-Training via Cross-Modality Gradient Harmonization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #238
Deep Bidirectional Language-Knowledge Graph Pretraining
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #237
Vision Transformers provably learn spatial structure
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #236
Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency Domain
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #235
Self-Supervised Fair Representation Learning without Demographics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #234
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #233
Sequence-to-Set Generative Models
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #232
Does GNN Pretraining Help Molecular Representation?
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #231
Visual correspondence-based explanations improve AI robustness and human-AI team accuracy
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #230
Bringing Image Scene Structure to Video via Frame-Clip Consistency of Object Tokens
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #229
Probabilistic Transformer: Modelling Ambiguities and Distributions for RNA Folding and Molecule Design
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #228
Transformers from an Optimization Perspective
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #227
Human-Robotic Prosthesis as Collaborating Agents for Symmetrical Walking
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #226
Locating and Editing Factual Associations in GPT
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #225
Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #224
Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #223
DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #222
UniGAN: Reducing Mode Collapse in GANs using a Uniform Generator
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #221
On the Convergence Theory for Hessian-Free Bilevel Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #220
Meta-Auto-Decoder for Solving Parametric Partial Differential Equations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #219
Deep Active Learning by Leveraging Training Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #218
Neural Matching Fields: Implicit Representation of Matching Fields for Visual Correspondence
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #217
Invertible Monotone Operators for Normalizing Flows
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #216
S$^3$-NeRF: Neural Reflectance Field from Shading and Shadow under a Single Viewpoint
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #215
Cross-Linked Unified Embedding for cross-modality representation learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #214
u-HuBERT: Unified Mixed-Modal Speech Pretraining And Zero-Shot Transfer to Unlabeled Modality
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #213
A Closer Look at the Adversarial Robustness of Deep Equilibrium Models
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #212
A Transformer-Based Object Detector with Coarse-Fine Crossing Representations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #211
Meta-ticket: Finding optimal subnetworks for few-shot learning within randomly initialized neural networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #210
Semi-Supervised Semantic Segmentation via Gentle Teaching Assistant
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #209
BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #208
Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #207
Robust Calibration with Multi-domain Temperature Scaling
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #206
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #205
Data-Efficient Augmentation for Training Neural Networks
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #204
Learning Distinct and Representative Modes for Image Captioning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #203
GraphDE: A Generative Framework for Debiased Learning and Out-of-Distribution Detection on Graphs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #202
Bootstrapped Transformer for Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #201
INRAS: Implicit Neural Representation for Audio Scenes
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #200
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #300
On the Symmetries of Deep Learning Models and their Internal Representations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #302
Gradient Descent: The Ultimate Optimizer
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #303
Maximizing Revenue under Market Shrinkage and Market Uncertainty
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #304
Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #305
Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #306
In Defense of the Unitary Scalarization for Deep Multi-Task Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #307
A Unified Analysis of Federated Learning with Arbitrary Client Participation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #308
DNA: Proximal Policy Optimization with a Dual Network Architecture
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #309
Sampling in Constrained Domains with Orthogonal-Space Variational Gradient Descent
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #310
Sampling without Replacement Leads to Faster Rates in Finite-Sum Minimax Optimization
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #311
Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #312
Gradient Descent Is Optimal Under Lower Restricted Secant Inequality And Upper Error Bound
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #313
Posterior and Computational Uncertainty in Gaussian Processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #314
Luckiness in Multiscale Online Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #315
Learning-Augmented Algorithms for Online Linear and Semidefinite Programming
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #316
Dynamic Pricing with Monotonicity Constraint under Unknown Parametric Demand Model
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #317
An Asymptotically Optimal Batched Algorithm for the Dueling Bandit Problem
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #318
Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #319
The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #320
Self-Consistent Dynamical Field Theory of Kernel Evolution in Wide Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #321
Training Scale-Invariant Neural Networks on the Sphere Can Happen in Three Regimes
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #322
A Data-Augmentation Is Worth A Thousand Samples: Analytical Moments And Sampling-Free Training
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #323
Causal Discovery in Heterogeneous Environments Under the Sparse Mechanism Shift Hypothesis
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #324
Maximizing and Satisficing in Multi-armed Bandits with Graph Information
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #325
Thompson Sampling Efficiently Learns to Control Diffusion Processes
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #326
Counterfactual Fairness with Partially Known Causal Graph
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #327
Non-Convex Bilevel Games with Critical Point Selection Maps
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #328
Provably tuning the ElasticNet across instances
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #329
On Learning and Refutation in Noninteractive Local Differential Privacy
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #330
Learning in Observable POMDPs, without Computationally Intractable Oracles
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #331
On the Robustness of Graph Neural Diffusion to Topology Perturbations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #332
Robust Learning against Relational Adversaries
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #333
Toward Understanding Privileged Features Distillation in Learning-to-Rank
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #334
Lifting Weak Supervision To Structured Prediction
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #335
Meta Reinforcement Learning with Finite Training Tasks - a Density Estimation Approach
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #336
Symbolic Distillation for Learned TCP Congestion Control
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #337
On the Effectiveness of Persistent Homology
[
Poster]
[
OpenReview]
[
Topia]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #338
Fairness without Demographics through Knowledge Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #339
Pre-Trained Model Reusability Evaluation for Small-Data Transfer Learning
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #340
HSDF: Hybrid Sign and Distance Field for Modeling Surfaces with Arbitrary Topologies
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #341
Where to Pay Attention in Sparse Training for Feature Selection?
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #342
An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #442
RényiCL: Contrastive Representation Learning with Skew Rényi Divergence
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #441
Look where you look! Saliency-guided Q-networks for generalization in visual Reinforcement Learning
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #440
On Embeddings for Numerical Features in Tabular Deep Learning
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #439
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #438
(De-)Randomized Smoothing for Decision Stump Ensembles
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #437
Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #436
Wasserstein $K$-means for clustering probability distributions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #435
Coordinate Linear Variance Reduction for Generalized Linear Programming
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #434
Proximal Point Imitation Learning
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #433
Pitfalls of Epistemic Uncertainty Quantification through Loss Minimisation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #432
Why neural networks find simple solutions: The many regularizers of geometric complexity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #431
Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #430
Learning interacting dynamical systems with latent Gaussian process ODEs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #429
Capturing Graphs with Hypo-Elliptic Diffusions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #428
MOVE: Unsupervised Movable Object Segmentation and Detection
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #427
Unsupervised Multi-Object Segmentation by Predicting Probable Motion Patterns
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #343
3DILG: Irregular Latent Grids for 3D Generative Modeling
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #426
Learning Concept Credible Models for Mitigating Shortcuts
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #425
Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #424
BayesPCN: A Continually Learnable Predictive Coding Associative Memory
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #423
DeVRF: Fast Deformable Voxel Radiance Fields for Dynamic Scenes
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #422
ATD: Augmenting CP Tensor Decomposition by Self Supervision
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #421
Robust Models are less Over-Confident
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #420
HF-NeuS: Improved Surface Reconstruction Using High-Frequency Details
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #419
Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #143
ELIAS: End-to-End Learning to Index and Search in Large Output Spaces
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #418
DISCO: Adversarial Defense with Local Implicit Functions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #417
Invariance-Aware Randomized Smoothing Certificates
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #416
Bayesian inference via sparse Hamiltonian flows
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #415
Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #414
Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #413
Robustness to Unbounded Smoothness of Generalized SignSGD
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #412
Doubly-Asynchronous Value Iteration: Making Value Iteration Asynchronous in Actions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #411
Associating Objects and Their Effects in Video through Coordination Games
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #410
Masked Autoencoding for Scalable and Generalizable Decision Making
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #409
In the Eye of the Beholder: Robust Prediction with Causal User Modeling
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #408
Autoregressive Perturbations for Data Poisoning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #407
Generalization Analysis of Message Passing Neural Networks on Large Random Graphs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #406
Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #405
Learning Two-Player Markov Games: Neural Function Approximation and Correlated Equilibrium
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #243
Graph Neural Network Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #404
Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #403
Grounding Aleatoric Uncertainty for Unsupervised Environment Design
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #402
BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #502
A Theoretical Framework for Inference Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #503
High-dimensional Additive Gaussian Processes under Monotonicity Constraints
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #504
On the generalization of learning algorithms that do not converge
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #505
Proppo: a Message Passing Framework for Customizable and Composable Learning Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #506
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #507
Reinforcement Learning with Non-Exponential Discounting
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #508
A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #509
A Lagrangian Duality Approach to Active Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #510
Non-identifiability and the Blessings of Misspecification in Models of Molecular Fitness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #511
Uncalibrated Models Can Improve Human-AI Collaboration
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #512
Increasing Confidence in Adversarial Robustness Evaluations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #513
Procedural Image Programs for Representation Learning
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #514
Structuring Representations Using Group Invariants
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #515
Most Activation Functions Can Win the Lottery Without Excessive Depth
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #516
Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #517
Faster Deep Reinforcement Learning with Slower Online Network
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #518
Online Reinforcement Learning for Mixed Policy Scopes
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #519
What are the best Systems? New Perspectives on NLP Benchmarking
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #520
ALMA: Hierarchical Learning for Composite Multi-Agent Tasks
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #521
Intra-agent speech permits zero-shot task acquisition
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #522
Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #523
Hybrid Neural Autoencoders for Stimulus Encoding in Visual and Other Sensory Neuroprostheses
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #524
Data Distributional Properties Drive Emergent In-Context Learning in Transformers
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #525
Drawing out of Distribution with Neuro-Symbolic Generative Models
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #526
FIRE: Semantic Field of Words Represented as Non-Linear Functions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #527
Do Current Multi-Task Optimization Methods in Deep Learning Even Help?
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #528
Diffusion Models as Plug-and-Play Priors
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #529
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #530
Robust Bayesian Regression via Hard Thresholding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #531
Optimal-er Auctions through Attention
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #532
Multi-Fidelity Best-Arm Identification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #533
Adaptive Oracle-Efficient Online Learning
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #534
Towards Consistency in Adversarial Classification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #535
Phase diagram of Stochastic Gradient Descent in high-dimensional two-layer neural networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #536
Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #537
Multi-block Min-max Bilevel Optimization with Applications in Multi-task Deep AUC Maximization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #538
A Single-timescale Analysis for Stochastic Approximation with Multiple Coupled Sequences
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #539
A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #540
Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #541
Discrete-Convex-Analysis-Based Framework for Warm-Starting Algorithms with Predictions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #542
projUNN: efficient method for training deep networks with unitary matrices
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #642
$\alpha$-ReQ : Assessing Representation Quality in Self-Supervised Learning by measuring eigenspectrum decay
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #641
Structural Knowledge Distillation for Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #640
Scalable Interpretability via Polynomials
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #639
An empirical analysis of compute-optimal large language model training
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #638
Object Scene Representation Transformer
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #637
Generative Neural Articulated Radiance Fields
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #636
Hand-Object Interaction Image Generation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #635
Paraphrasing Is All You Need for Novel Object Captioning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #634
A Theoretical Study on Solving Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #633
RecursiveMix: Mixed Learning with History
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #632
Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #631
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #630
Multiview Human Body Reconstruction from Uncalibrated Cameras
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #629
Multivariate Time-Series Forecasting with Temporal Polynomial Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #628
RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #627
Alleviating "Posterior Collapse'' in Deep Topic Models via Policy Gradient
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #626
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #625
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #624
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #623
What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness?
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #622
Understanding Hyperdimensional Computing for Parallel Single-Pass Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #621
Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #620
Accelerating Sparse Convolution with Column Vector-Wise Sparsity
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #619
Exact Shape Correspondence via 2D graph convolution
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #618
Global Optimal K-Medoids Clustering of One Million Samples
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #617
Clipped Stochastic Methods for Variational Inequalities with Heavy-Tailed Noise
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #616
Sample-Efficient Reinforcement Learning of Partially Observable Markov Games
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #615
FasterRisk: Fast and Accurate Interpretable Risk Scores
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #614
LieGG: Studying Learned Lie Group Generators
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #613
Shield Decentralization for Safe Multi-Agent Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #612
ProtoX: Explaining a Reinforcement Learning Agent via Prototyping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #611
On the Generalizability and Predictability of Recommender Systems
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #610
Adversarial Unlearning: Reducing Confidence Along Adversarial Directions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #609
Neurosymbolic Deep Generative Models for Sequence Data with Relational Constraints
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #608
Memory Efficient Continual Learning with Transformers
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #607
Inverse Design for Fluid-Structure Interactions using Graph Network Simulators
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #606
Cross-modal Learning for Image-Guided Point Cloud Shape Completion
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #605
Beyond Mahalanobis Distance for Textual OOD Detection
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #604
Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #603
Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #602
Tight Analysis of Extra-gradient and Optimistic Gradient Methods For Nonconvex Minimax Problems
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #701
Look More but Care Less in Video Recognition
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #702
Weakly-Supervised Multi-Granularity Map Learning for Vision-and-Language Navigation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #703
APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #704
Rethinking the Reverse-engineering of Trojan Triggers
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #705
The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #706
Exploring evolution-aware & -free protein language models as protein function predictors
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #707
M$^4$I: Multi-modal Models Membership Inference
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #708
Deep Model Reassembly
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #709
Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #710
Stochastic Multiple Target Sampling Gradient Descent
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #711
Probable Domain Generalization via Quantile Risk Minimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #712
Fair and Optimal Decision Trees: A Dynamic Programming Approach
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #713
An Information-Theoretic Framework for Deep Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #714
Learning Tractable Probabilistic Models from Inconsistent Local Estimates
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #715
Domain Adaptation meets Individual Fairness. And they get along.
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #716
Recurrent Convolutional Neural Networks Learn Succinct Learning Algorithms
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #717
Interventions, Where and How? Experimental Design for Causal Models at Scale
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #718
On A Mallows-type Model For (Ranked) Choices
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #719
Forward-Backward Latent State Inference for Hidden Continuous-Time semi-Markov Chains
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #720
Regret Bounds for Risk-Sensitive Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #722
Rate-Optimal Online Convex Optimization in Adaptive Linear Control
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #723
Zonotope Domains for Lagrangian Neural Network Verification
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #724
Generalizing Bayesian Optimization with Decision-theoretic Entropies
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #725
Regularized Gradient Descent Ascent for Two-Player Zero-Sum Markov Games
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #726
Wasserstein Logistic Regression with Mixed Features
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #727
The Role of Baselines in Policy Gradient Optimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #728
Active Learning Polynomial Threshold Functions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #729
Quantile Constrained Reinforcement Learning: A Reinforcement Learning Framework Constraining Outage Probability
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #730
Generalised Implicit Neural Representations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #731
Score-Based Generative Models Detect Manifolds
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #732
Mixture-of-Experts with Expert Choice Routing
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #734
Coresets for Relational Data and The Applications
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #735
Factored Adaptation for Non-Stationary Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #737
Addressing Leakage in Concept Bottleneck Models
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #738
Compositional generalization through abstract representations in human and artificial neural networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #739
Efficient coding, channel capacity, and the emergence of retinal mosaics
[
Poster]
[
OpenReview]
[
Topia]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #740
Learning in Congestion Games with Bandit Feedback
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #741
Optimal Weak to Strong Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #842
Log-Linear-Time Gaussian Processes Using Binary Tree Kernels
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #841
Sharp Analysis of Stochastic Optimization under Global Kurdyka-Lojasiewicz Inequality
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #840
Learning Distributions Generated by Single-Layer ReLU Networks in the Presence of Arbitrary Outliers
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #839
Instance-optimal PAC Algorithms for Contextual Bandits
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #838
Learning the Structure of Large Networked Systems Obeying Conservation Laws
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #837
Local Linear Convergence of Gradient Methods for Subspace Optimization via Strict Complementarity
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #836
A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #835
The alignment property of SGD noise and how it helps select flat minima: A stability analysis
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #834
Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #833
Polynomial-Time Optimal Equilibria with a Mediator in Extensive-Form Games
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #831
An $\alpha$-regret analysis of Adversarial Bilateral Trade
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #830
Algorithms and Hardness for Learning Linear Thresholds from Label Proportions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #829
Decomposable Non-Smooth Convex Optimization with Nearly-Linear Gradient Oracle Complexity
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #828
Optimal Query Complexities for Dynamic Trace Estimation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #827
On Scalable Testing of Samplers
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #826
Private Isotonic Regression
[
Poster]
[
OpenReview]
[
Topia]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #825
Neural Network Architecture Beyond Width and Depth
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #824
Faster and Scalable Algorithms for Densest Subgraph and Decomposition
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #823
Differentially Private Covariance Revisited
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #822
A Fourier Approach to Mixture Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #821
On Non-Linear operators for Geometric Deep Learning
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #820
Linear Label Ranking with Bounded Noise
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #819
Estimation of Entropy in Constant Space with Improved Sample Complexity
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #818
Efficient Sampling on Riemannian Manifolds via Langevin MCMC
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #817
Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #816
Understanding Deep Neural Function Approximation in Reinforcement Learning via $\epsilon$-Greedy Exploration
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #815
Communication-efficient distributed eigenspace estimation with arbitrary node failures
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #814
Implicit Bias of Gradient Descent on Reparametrized Models: On Equivalence to Mirror Descent
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #813
Causal Discovery in Linear Latent Variable Models Subject to Measurement Error
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #812
Log-Concave and Multivariate Canonical Noise Distributions for Differential Privacy
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #811
A Quadrature Rule combining Control Variates and Adaptive Importance Sampling
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #810
Decision Trees with Short Explainable Rules
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #809
Task-level Differentially Private Meta Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #808
Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #807
Robust Imitation via Mirror Descent Inverse Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #806
Learning Partial Equivariances From Data
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #805
Exploitability Minimization in Games and Beyond
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #804
Communication-Efficient Topologies for Decentralized Learning with $O(1)$ Consensus Rate
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #803
Hardness in Markov Decision Processes: Theory and Practice
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #802
Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #801
Decoupled Context Processing for Context Augmented Language Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #800
PerfectDou: Dominating DouDizhu with Perfect Information Distillation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #900
Neural Transmitted Radiance Fields
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #901
Self-Supervised Pretraining for Large-Scale Point Clouds
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #902
GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #903
Streaming Radiance Fields for 3D Video Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #904
MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #905
Analyzing Data-Centric Properties for Graph Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #906
On the Limitations of Stochastic Pre-processing Defenses
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #907
Hedging as Reward Augmentation in Probabilistic Graphical Models
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #908
Riemannian Score-Based Generative Modelling
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #909
On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #910
Causality Preserving Chaotic Transformation and Classification using Neurochaos Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #911
Exploring through Random Curiosity with General Value Functions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #912
Masked Autoencoders that Listen
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #913
Sharing Knowledge for Meta-learning with Feature Descriptions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #914
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #915
New Definitions and Evaluations for Saliency Methods: Staying Intrinsic, Complete and Sound
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #916
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #917
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #918
Conditional Diffusion Process for Inverse Halftoning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #919
Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #920
Training language models to follow instructions with human feedback
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #921
Learning to Accelerate Partial Differential Equations via Latent Global Evolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #922
Robust $\phi$-Divergence MDPs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #923
Offline Goal-Conditioned Reinforcement Learning via $f$-Advantage Regression
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #924
Translation-equivariant Representation in Recurrent Networks with a Continuous Manifold of Attractors
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #925
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #926
Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #927
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #928
Mismatched No More: Joint Model-Policy Optimization for Model-Based RL
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #929
Continual Learning with Evolving Class Ontologies
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #930
The Franz-Parisi Criterion and Computational Trade-offs in High Dimensional Statistics
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #931
Conformalized Fairness via Quantile Regression
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #932
Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #933
An Analysis of Ensemble Sampling
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #934
Resolving the data ambiguity for periodic crystals
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #935
Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #936
On the Sample Complexity of Stabilizing LTI Systems on a Single Trajectory
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #937
On the convergence of policy gradient methods to Nash equilibria in general stochastic games
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #938
Certifying Some Distributional Fairness with Subpopulation Decomposition
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #939
Biologically Inspired Dynamic Thresholds for Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #940
Precise Learning Curves and Higher-Order Scalings for Dot-product Kernel Regression
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #941
Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #942
Sketching based Representations for Robust Image Classification with Provable Guarantees
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1042
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1041
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1040
Foundation Posteriors for Approximate Probabilistic Inference
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1039
Unsupervised Image-to-Image Translation with Density Changing Regularization
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1038
Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1037
Overparameterization from Computational Constraints
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1036
Learn to Match with No Regret: Reinforcement Learning in Markov Matching Markets
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1035
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1034
Giga-scale Kernel Matrix-Vector Multiplication on GPU
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1033
USB: A Unified Semi-supervised Learning Benchmark for Classification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1032
DC-BENCH: Dataset Condensation Benchmark
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1031
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1030
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1029
PROSPECT: Labeled Tandem Mass Spectrometry Dataset for Machine Learning in Proteomics
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1028
FLAIR: Federated Learning Annotated Image Repository
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1027
The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1026
ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1025
MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1024
Touch and Go: Learning from Human-Collected Vision and Touch
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1023
A Survey and Datasheet Repository of Publicly Available US Criminal Justice Datasets
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1022
MATE: Benchmarking Multi-Agent Reinforcement Learning in Distributed Target Coverage Control
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1021
How Would The Viewer Feel? Estimating Wellbeing From Video Scenarios
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1020
MoCapAct: A Multi-Task Dataset for Simulated Humanoid Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1019
OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1018
DDXPlus: A New Dataset For Automatic Medical Diagnosis
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1017
ViSioNS: Visual Search in Natural Scenes Benchmark
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1016
NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1015
Finding Naturally Occurring Physical Backdoors in Image Datasets
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1014
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier–Stokes Solutions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1013
OpenXAI: Towards a Transparent Evaluation of Model Explanations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1012
LAION-5B: An open large-scale dataset for training next generation image-text models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1011
OccGen: Selection of Real-world Multilingual Parallel Data Balanced in Gender within Occupations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1010
Fairness-Aware PAC Learning from Corrupted Data
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1009
LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1008
Multi-Agent Multi-Armed Bandits with Limited Communication
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1006
When is the Convergence Time of Langevin Algorithms Dimension Independent? A Composite Optimization Viewpoint
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1005
[Re] Nondeterminism and Instability in Neural Network Optimization
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1004
[Re] Replication Study of "Fairness and Bias in Online Selection"
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1003
[Re] Reproduction and Extension of "Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation"
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1002
[Re] Learning to count everything
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #243
Single Model Uncertainty Estimation via Stochastic Data Centering
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1002
Learning Operators with Coupled Attention
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #101
A Neural Pre-Conditioning Active Learning Algorithm to Reduce Label Complexity
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #103
Retaining Knowledge for Learning with Dynamic Definition
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #105
Amortized Inference for Causal Structure Learning
[
Poster]
[
OpenReview]
[
Topia]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #107
Multi-Game Decision Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #108
NS3: Neuro-symbolic Semantic Code Search
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #109
NeMF: Neural Motion Fields for Kinematic Animation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #110
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #111
Towards Safe Reinforcement Learning with a Safety Editor Policy
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #112
A Solver-free Framework for Scalable Learning in Neural ILP Architectures
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #113
Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #114
Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #115
Concrete Score Matching: Generalized Score Matching for Discrete Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #116
Structuring Uncertainty for Fine-Grained Sampling in Stochastic Segmentation Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #117
NOMAD: Nonlinear Manifold Decoders for Operator Learning
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #118
Modeling Human Exploration Through Resource-Rational Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #119
Hierarchical classification at multiple operating points
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #120
Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #121
Sparsity in Continuous-Depth Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #122
Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #123
Diagonal State Spaces are as Effective as Structured State Spaces
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #124
UViM: A Unified Modeling Approach for Vision with Learned Guiding Codes
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #125
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #126
Cluster and Aggregate: Face Recognition with Large Probe Set
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #127
Reinforcement Learning with Automated Auxiliary Loss Search
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #128
Distribution-Informed Neural Networks for Domain Adaptation Regression
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #129
Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #130
Association Graph Learning for Multi-Task Classification with Category Shifts
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #131
Adv-Attribute: Inconspicuous and Transferable Adversarial Attack on Face Recognition
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #133
OST: Improving Generalization of DeepFake Detection via One-Shot Test-Time Training
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #134
Grow and Merge: A Unified Framework for Continuous Categories Discovery
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #135
Revisiting Sliced Wasserstein on Images: From Vectorization to Convolution
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #136
Meta-Complementing the Semantics of Short Texts in Neural Topic Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #137
Learning Equivariant Segmentation with Instance-Unique Querying
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #138
DivBO: Diversity-aware CASH for Ensemble Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #139
Towards Efficient Post-training Quantization of Pre-trained Language Models
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #140
FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #141
How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #142
Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #242
A Neural Corpus Indexer for Document Retrieval
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #241
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #240
ElasticMVS: Learning elastic part representation for self-supervised multi-view stereopsis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #239
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #238
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #237
MaskTune: Mitigating Spurious Correlations by Forcing to Explore
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #236
Neuron with Steady Response Leads to Better Generalization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #235
Invariance Learning based on Label Hierarchy
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #234
Bidirectional Learning for Offline Infinite-width Model-based Optimization
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #233
Energy-Based Contrastive Learning of Visual Representations
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #232
FR: Folded Rationalization with a Unified Encoder
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #231
Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #230
Unsupervised Adaptation from Repeated Traversals for Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #229
Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #228
Unsupervised Learning of Equivariant Structure from Sequences
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #227
An Analytical Theory of Curriculum Learning in Teacher-Student Networks
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #226
Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #225
MAgNet: Mesh Agnostic Neural PDE Solver
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #224
Iterative Structural Inference of Directed Graphs
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #223
Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #222
A Unifying Framework of Off-Policy General Value Function Evaluation
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #221
Langevin Autoencoders for Learning Deep Latent Variable Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #220
SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #219
Your Transformer May Not be as Powerful as You Expect
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #218
GRASP: Navigating Retrosynthetic Planning with Goal-driven Policy
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #217
High-Order Pooling for Graph Neural Networks with Tensor Decomposition
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #216
TreeMoCo: Contrastive Neuron Morphology Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #215
SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #214
TVLT: Textless Vision-Language Transformer
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #213
Molecule Generation by Principal Subgraph Mining and Assembling
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #212
AttCAT: Explaining Transformers via Attentive Class Activation Tokens
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #211
Joint Learning of 2D-3D Weakly Supervised Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #210
Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #209
Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #208
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #207
Generalized Delayed Feedback Model with Post-Click Information in Recommender Systems
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #206
Phase Transition from Clean Training to Adversarial Training
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #205
On the Robustness of Deep Clustering Models: Adversarial Attacks and Defenses
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #204
LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #203
Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #202
Watermarking for Out-of-distribution Detection
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #201
Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #200
InsNet: An Efficient, Flexible, and Performant Insertion-based Text Generation Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #300
Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #302
Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #303
Recruitment Strategies That Take a Chance
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #304
Experimental Design for Linear Functionals in Reproducing Kernel Hilbert Spaces
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #305
Physics-Informed Implicit Representations of Equilibrium Network Flows
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #306
Modeling Transitivity and Cyclicity in Directed Graphs via Binary Code Box Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #307
Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #308
A Boosting Approach to Reinforcement Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #309
Active Learning with Neural Networks: Insights from Nonparametric Statistics
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #310
Optimal Scaling for Locally Balanced Proposals in Discrete Spaces
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #311
Non-Stationary Bandits under Recharging Payoffs: Improved Planning with Sublinear Regret
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #312
Effective Dimension in Bandit Problems under Censorship
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #313
Partial Identification of Treatment Effects with Implicit Generative Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #314
A Universal Error Measure for Input Predictions Applied to Online Graph Problems
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #315
Minimax Regret for Cascading Bandits
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #316
Defining and Characterizing Reward Gaming
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #317
Beyond Time-Average Convergence: Near-Optimal Uncoupled Online Learning via Clairvoyant Multiplicative Weights Update
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #318
Non-convex online learning via algorithmic equivalence
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Slides]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #319
Annihilation of Spurious Minima in Two-Layer ReLU Networks
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #320
On global convergence of ResNets: From finite to infinite width using linear parameterization
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #321
GULP: a prediction-based metric between representations
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #322
A Combinatorial Perspective on the Optimization of Shallow ReLU Networks
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #323
Learning sparse features can lead to overfitting in neural networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #324
Conformal Off-Policy Prediction in Contextual Bandits
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #325
Movement Penalized Bayesian Optimization with Application to Wind Energy Systems
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #326
Identifiability and generalizability from multiple experts in Inverse Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #327
The Implicit Delta Method
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #328
Statistically Meaningful Approximation: a Case Study on Approximating Turing Machines with Transformers
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #329
Archimedes Meets Privacy: On Privately Estimating Quantiles in High Dimensions Under Minimal Assumptions
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #330
Markovian Interference in Experiments
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #331
Whitening Convergence Rate of Coupling-based Normalizing Flows
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #332
When Does Differentially Private Learning Not Suffer in High Dimensions?
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #333
DASCO: Dual-Generator Adversarial Support Constrained Offline Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #335
Positive-Unlabeled Learning using Random Forests via Recursive Greedy Risk Minimization
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #336
Direct Advantage Estimation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #337
Simplified Graph Convolution with Heterophily
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #338
GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #339
Exploration-Guided Reward Shaping for Reinforcement Learning under Sparse Rewards
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #340
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #341
Time-Conditioned Dances with Simplicial Complexes: Zigzag Filtration Curve based Supra-Hodge Convolution Networks for Time-series Forecasting
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #342
MCL-GAN: Generative Adversarial Networks with Multiple Specialized Discriminators
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #442
Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #441
Exploiting the Relationship Between Kendall's Rank Correlation and Cosine Similarity for Attribution Protection
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #440
Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #439
Not All Bits have Equal Value: Heterogeneous Precisions via Trainable Noise
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #438
Pure Transformers are Powerful Graph Learners
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #437
Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #436
Bayesian Active Learning with Fully Bayesian Gaussian Processes
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #435
$k$-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #434
Accelerated Projected Gradient Algorithms for Sparsity Constrained Optimization Problems
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #433
Sparse Gaussian Process Hyperparameters: Optimize or Integrate?
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #432
Detecting Abrupt Changes in Sequential Pairwise Comparison Data
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #431
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #430
Learning Fractional White Noises in Neural Stochastic Differential Equations
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Slides]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #429
On the Frequency-bias of Coordinate-MLPs
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #428
Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #427
GAUDI: A Neural Architect for Immersive 3D Scene Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #426
Learning Debiased Classifier with Biased Committee
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #425
PAC: Assisted Value Factorization with Counterfactual Predictions in Multi-Agent Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #424
Recurrent Memory Transformer
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #423
Fast Vision Transformers with HiLo Attention
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #422
Dynamic Sparse Network for Time Series Classification: Learning What to “See”
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #421
Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #420
Extrapolative Continuous-time Bayesian Neural Network for Fast Training-free Test-time Adaptation
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #418
Unsupervised Learning for Combinatorial Optimization with Principled Objective Relaxation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #417
Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary Classifiers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #416
Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem?
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #415
Unsupervised Learning From Incomplete Measurements for Inverse Problems
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #414
On the Double Descent of Random Features Models Trained with SGD
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #413
Generalization Properties of NAS under Activation and Skip Connection Search
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #412
Neur2SP: Neural Two-Stage Stochastic Programming
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #411
Receding Horizon Inverse Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #409
Interaction Modeling with Multiplex Attention
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #408
Measures of Information Reflect Memorization Patterns
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #407
Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #406
Sobolev Acceleration and Statistical Optimality for Learning Elliptic Equations via Gradient Descent
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #405
Blessing of Depth in Linear Regression: Deeper Models Have Flatter Landscape Around the True Solution
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #404
Implicit Regularization or Implicit Conditioning? Exact Risk Trajectories of SGD in High Dimensions
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #403
Proximal Learning With Opponent-Learning Awareness
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #402
ResQ: A Residual Q Function-based Approach for Multi-Agent Reinforcement Learning Value Factorization
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Slides]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #502
Joint Entropy Search For Maximally-Informed Bayesian Optimization
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #503
Can Push-forward Generative Models Fit Multimodal Distributions?
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #504
Learning Interface Conditions in Domain Decomposition Solvers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #505
Chaotic Dynamics are Intrinsic to Neural Network Training with SGD
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #506
An In-depth Study of Stochastic Backpropagation
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #507
Automatic Differentiation of Programs with Discrete Randomness
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #508
Weakly Supervised Representation Learning with Sparse Perturbations
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #509
Domain Generalization without Excess Empirical Risk
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #510
Scalable Sensitivity and Uncertainty Analyses for Causal-Effect Estimates of Continuous-Valued Interventions
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #511
Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #512
Handcrafted Backdoors in Deep Neural Networks
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #513
Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #514
Representing Spatial Trajectories as Distributions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #515
Exact Solutions of a Deep Linear Network
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #516
Systematic improvement of neural network quantum states using Lanczos
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #517
Score-Based Diffusion meets Annealed Importance Sampling
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #518
Factored DRO: Factored Distributionally Robust Policies for Contextual Bandits
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #519
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #520
Learning General World Models in a Handful of Reward-Free Deployments
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #521
LISA: Learning Interpretable Skill Abstractions from Language
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #522
SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #523
Geometric Knowledge Distillation: Topology Compression for Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #524
FourierNets enable the design of highly non-local optical encoders for computational imaging
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #525
Learning to Scaffold: Optimizing Model Explanations for Teaching
[
Slides]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #526
SCONE: Surface Coverage Optimization in Unknown Environments by Volumetric Integration
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #527
VisCo Grids: Surface Reconstruction with Viscosity and Coarea Grids
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #528
A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #529
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT
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Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #530
A Consolidated Cross-Validation Algorithm for Support Vector Machines via Data Reduction
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #531
RISE: Robust Individualized Decision Learning with Sensitive Variables
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #532
Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #533
Tractable Optimality in Episodic Latent MABs
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #534
Causal Identification under Markov equivalence: Calculus, Algorithm, and Completeness
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #535
Non-Gaussian Tensor Programs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #536
Nonparametric Uncertainty Quantification for Single Deterministic Neural Network
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #537
Nest Your Adaptive Algorithm for Parameter-Agnostic Nonconvex Minimax Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #538
DP-PCA: Statistically Optimal and Differentially Private PCA
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #539
DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #540
Acceleration in Distributed Sparse Regression
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #541
Communication Acceleration of Local Gradient Methods via an Accelerated Primal-Dual Algorithm with an Inexact Prox
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #542
Chefs' Random Tables: Non-Trigonometric Random Features
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #641
Rapid Model Architecture Adaption for Meta-Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #640
UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #639
Thor: Wielding Hammers to Integrate Language Models and Automated Theorem Provers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #638
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #637
Implicit Warping for Animation with Image Sets
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #636
Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #635
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #634
Few-shot Image Generation via Adaptation-Aware Kernel Modulation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #633
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #632
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #631
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #630
Locally Hierarchical Auto-Regressive Modeling for Image Generation
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #629
Deep Generative Model for Periodic Graphs
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #628
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #627
AutoST: Towards the Universal Modeling of Spatio-temporal Sequences
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #626
Egocentric Video-Language Pretraining
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #625
Learning Active Camera for Multi-Object Navigation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #624
Maximum a posteriori natural scene reconstruction from retinal ganglion cells with deep denoiser priors
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #623
Assaying Out-Of-Distribution Generalization in Transfer Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #622
Not too little, not too much: a theoretical analysis of graph (over)smoothing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #621
The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #620
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #619
GREED: A Neural Framework for Learning Graph Distance Functions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #618
Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #617
Does Momentum Change the Implicit Regularization on Separable Data?
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #616
Lower Bounds on Randomly Preconditioned Lasso via Robust Sparse Designs
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #615
Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #614
Redundant representations help generalization in wide neural networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #613
Explainability Via Causal Self-Talk
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #612
Learn what matters: cross-domain imitation learning with task-relevant embeddings
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #611
Learning to Compare Nodes in Branch and Bound with Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #610
MoCoDA: Model-based Counterfactual Data Augmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #609
Subsidiary Prototype Alignment for Universal Domain Adaptation
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #608
A Fast Post-Training Pruning Framework for Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #607
Dynamic Inverse Reinforcement Learning for Characterizing Animal Behavior
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #606
NeuPhysics: Editable Neural Geometry and Physics from Monocular Videos
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #605
Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #604
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #603
Power and limitations of single-qubit native quantum neural networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #602
SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #701
Heatmap Distribution Matching for Human Pose Estimation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #702
Tensor Program Optimization with Probabilistic Programs
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #703
Skills Regularized Task Decomposition for Multi-task Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #704
Benign Overfitting in Two-layer Convolutional Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #705
Task Discovery: Finding the Tasks that Neural Networks Generalize on
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #706
Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #707
NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #708
MORA: Improving Ensemble Robustness Evaluation with Model Reweighing Attack
[
Slides]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #709
Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic Models
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #710
MissDAG: Causal Discovery in the Presence of Missing Data with Continuous Additive Noise Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #711
Domain Adaptation under Open Set Label Shift
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #712
Lethal Dose Conjecture on Data Poisoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #713
Emergent Communication: Generalization and Overfitting in Lewis Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #714
Asymptotic Properties for Bayesian Neural Network in Besov Space
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #715
On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #716
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #717
Multi-fidelity Monte Carlo: a pseudo-marginal approach
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #718
Near-Optimal Correlation Clustering with Privacy
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #719
Rethinking Variational Inference for Probabilistic Programs with Stochastic Support
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #720
Improved Differential Privacy for SGD via Optimal Private Linear Operators on Adaptive Streams
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #722
Positively Weighted Kernel Quadrature via Subsampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #723
On the non-universality of deep learning: quantifying the cost of symmetry
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #724
Globally Convergent Policy Search for Output Estimation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #725
Optimistic Tree Searches for Combinatorial Black-Box Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #726
Tikhonov Regularization is Optimal Transport Robust under Martingale Constraints
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #727
IMED-RL: Regret optimal learning of ergodic Markov decision processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #728
Lifting the Information Ratio: An Information-Theoretic Analysis of Thompson Sampling for Contextual Bandits
[
Poster]
[
OpenReview]
[
Topia]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #729
KSD Aggregated Goodness-of-fit Test
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #730
Latent Hierarchical Causal Structure Discovery with Rank Constraints
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #731
In Differential Privacy, There is Truth: on Vote-Histogram Leakage in Ensemble Private Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #732
Explicit Tradeoffs between Adversarial and Natural Distributional Robustness
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #734
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #735
On Privacy and Personalization in Cross-Silo Federated Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #736
Byzantine Spectral Ranking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #737
Learning to Follow Instructions in Text-Based Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #738
Convergent Representations of Computer Programs in Human and Artificial Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #739
Emergence of Hierarchical Layers in a Single Sheet of Self-Organizing Spiking Neurons
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #740
Matrix Multiplicative Weights Updates in Quantum Zero-Sum Games: Conservation Laws & Recurrence
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #741
Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1001
Exploring the Whole Rashomon Set of Sparse Decision Trees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #842
A Classification of $G$-invariant Shallow Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #841
Polynomial time guarantees for the Burer-Monteiro method
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #840
A sharp NMF result with applications in network modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #839
Uncoupled Learning Dynamics with $O(\log T)$ Swap Regret in Multiplayer Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #838
Average Sensitivity of Euclidean k-Clustering
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #837
A gradient sampling method with complexity guarantees for Lipschitz functions in high and low dimensions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #836
Dynamic pricing and assortment under a contextual MNL demand
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #835
Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #834
Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization)
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #833
Performative Power
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #831
Is Sortition Both Representative and Fair?
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #830
Improved Bounds on Neural Complexity for Representing Piecewise Linear Functions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #829
Nearly-Tight Bounds for Testing Histogram Distributions
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #828
Quantum Algorithms for Sampling Log-Concave Distributions and Estimating Normalizing Constants
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #827
A consistently adaptive trust-region method
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #826
Single-pass Streaming Lower Bounds for Multi-armed Bandits Exploration with Instance-sensitive Sample Complexity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #825
On Infinite Separations Between Simple and Optimal Mechanisms
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #824
Near-Optimal Private and Scalable $k$-Clustering
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #823
Asymptotics of smoothed Wasserstein distances in the small noise regime
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #822
Finite-Sample Maximum Likelihood Estimation of Location
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #821
High-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #820
Fast Distance Oracles for Any Symmetric Norm
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #819
Momentum Aggregation for Private Non-convex ERM
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #818
Differentially Private Generalized Linear Models Revisited
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #817
Thinking Outside the Ball: Optimal Learning with Gradient Descent for Generalized Linear Stochastic Convex Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #816
A Simple and Optimal Policy Design for Online Learning with Safety against Heavy-tailed Risk
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #815
Optimal and Adaptive Monteiro-Svaiter Acceleration
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #814
Continuous Deep Q-Learning in Optimal Control Problems: Normalized Advantage Functions Analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #813
Falsification before Extrapolation in Causal Effect Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #812
Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #811
Bezier Gaussian Processes for Tall and Wide Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #810
A Characterization of Semi-Supervised Adversarially Robust PAC Learnability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #809
Fairness in Federated Learning via Core-Stability
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #808
A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #807
Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #806
Hidden Progress in Deep Learning: SGD Learns Parities Near the Computational Limit
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #805
On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #804
Iron: Private Inference on Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #803
Unsupervised Learning under Latent Label Shift
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #802
Decentralized, Communication- and Coordination-free Learning in Structured Matching Markets
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #801
Tsetlin Machine for Solving Contextual Bandit Problems
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #800
Learning-based Motion Planning in Dynamic Environments Using GNNs and Temporal Encoding
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #900
Mutual Information Divergence: A Unified Metric for Multimodal Generative Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #901
Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #902
AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #903
Trading off Image Quality for Robustness is not Necessary with Regularized Deterministic Autoencoders
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #904
Training stochastic stabilized supralinear networks by dynamics-neutral growth
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #905
Using Mixup as a Regularizer Can Surprisingly Improve Accuracy & Out-of-Distribution Robustness
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #906
Rashomon Capacity: A Metric for Predictive Multiplicity in Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #907
Parametrically Retargetable Decision-Makers Tend To Seek Power
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #908
Structured Recognition for Generative Models with Explaining Away
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #909
A Continuous Time Framework for Discrete Denoising Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #910
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #911
Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #912
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #913
An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #914
Emergent Graphical Conventions in a Visual Communication Game
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #915
A Geometric Perspective on Variational Autoencoders
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #916
Semantic Probabilistic Layers for Neuro-Symbolic Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #917
DevFly: Bio-Inspired Development of Binary Connections for Locality Preserving Sparse Codes
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #918
Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #919
NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #920
Periodic Graph Transformers for Crystal Material Property Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #921
MCVD - Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #922
Approximation with CNNs in Sobolev Space: with Applications to Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #923
MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #924
Theoretically Provable Spiking Neural Networks
[
Slides]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #925
CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #926
ReCo: Retrieve and Co-segment for Zero-shot Transfer
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #928
Collaborative Decision Making Using Action Suggestions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #929
When does dough become a bagel? Analyzing the remaining mistakes on ImageNet
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #930
Toward Equation of Motion for Deep Neural Networks: Continuous-time Gradient Descent and Discretization Error Analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #931
Revisiting Optimal Convergence Rate for Smooth and Non-convex Stochastic Decentralized Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #932
Differentially Private Linear Sketches: Efficient Implementations and Applications
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #933
Pruning has a disparate impact on model accuracy
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #934
Differentiable Analog Quantum Computing for Optimization and Control
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #935
CCCP is Frank-Wolfe in disguise
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #936
Towards Optimal Communication Complexity in Distributed Non-Convex Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #937
Better SGD using Second-order Momentum
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #938
Data-Efficient Structured Pruning via Submodular Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #939
Safe Opponent-Exploitation Subgame Refinement
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #940
Provably Feedback-Efficient Reinforcement Learning via Active Reward Learning
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #941
Efficient Aggregated Kernel Tests using Incomplete $U$-statistics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #942
Feature Learning in $L_2$-regularized DNNs: Attraction/Repulsion and Sparsity
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1042
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1041
Structure-Preserving 3D Garment Modeling with Neural Sewing Machines
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1040
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1039
Few-shot Learning for Feature Selection with Hilbert-Schmidt Independence Criterion
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1038
Training and Inference on Any-Order Autoregressive Models the Right Way
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1037
BagFlip: A Certified Defense Against Data Poisoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1036
Dynamic Learning in Large Matching Markets
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1035
How Powerful are K-hop Message Passing Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1034
Global Convergence of Direct Policy Search for State-Feedback $\mathcal{H}_\infty$ Robust Control: A Revisit of Nonsmooth Synthesis with Goldstein Subdifferential
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1033
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1032
PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1031
OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1030
PDEBench: An Extensive Benchmark for Scientific Machine Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1029
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1028
Why do tree-based models still outperform deep learning on typical tabular data?
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1027
A Benchmark for Compositional Visual Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1026
SoundSpaces 2.0: A Simulation Platform for Visual-Acoustic Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1025
PeRFception: Perception using Radiance Fields
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1024
Nocturne: a scalable driving benchmark for bringing multi-agent learning one step closer to the real world
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1023
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1022
FACT: Learning Governing Abstractions Behind Integer Sequences
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1021
Geoclidean: Few-Shot Generalization in Euclidean Geometry
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1020
MBW: Multi-view Bootstrapping in the Wild
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1019
HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1018
Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1017
3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1016
K-Radar: 4D Radar Object Detection for Autonomous Driving in Various Weather Conditions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1015
TempEL: Linking Dynamically Evolving and Newly Emerging Entities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1014
Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1013
Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1011
LIPS - Learning Industrial Physical Simulation benchmark suite
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1010
Attraction-Repulsion Spectrum in Neighbor Embeddings
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1009
Decimated Framelet System on Graphs and Fast G-Framelet Transforms
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1008
On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #143
Rethinking Nonlinear Instrumental Variable Models through Prediction Validity
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1007
A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1006
Sufficient reductions in regression with mixed predictors
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1005
[Re] An Implementation of Fair Robust Learning
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1004
[Re] Exacerbating Algorithmic Bias through Fairness Attacks
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1003
[Re] Transparent Object Tracking Benchmark
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1001
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1003
Recovery and Generalization in Over-Realized Dictionary Learning
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1002
Ambiguous Images With Human Judgments for Robust Visual Event Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #101
Self-Supervised Learning with an Information Maximization Criterion
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #103
PAC Prediction Sets for Meta-Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #105
BiT: Robustly Binarized Multi-distilled Transformer
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #107
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #108
VICRegL: Self-Supervised Learning of Local Visual Features
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #109
GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #110
Disentangling Transfer in Continual Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #111
Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #112
TUSK: Task-Agnostic Unsupervised Keypoints
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #113
Generalization Gap in Amortized Inference
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #114
Online Deep Equilibrium Learning for Regularization by Denoising
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #115
Deep invariant networks with differentiable augmentation layers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #116
VICE: Variational Interpretable Concept Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #117
A contrastive rule for meta-learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #118
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #119
A Contrastive Framework for Neural Text Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #120
Redeeming intrinsic rewards via constrained optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #121
NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #122
Model Preserving Compression for Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #123
Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #124
Robust Binary Models by Pruning Randomly-initialized Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #125
Training Spiking Neural Networks with Local Tandem Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #126
Constrained GPI for Zero-Shot Transfer in Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #127
Improving Task-Specific Generalization in Few-Shot Learning via Adaptive Vicinal Risk Minimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #128
DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #129
HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #130
Noise Attention Learning: Enhancing Noise Robustness by Gradient Scaling
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #131
Self-Aware Personalized Federated Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #133
Learning to Re-weight Examples with Optimal Transport for Imbalanced Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #134
Towards Understanding the Mixture-of-Experts Layer in Deep Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #135
Improved Feature Distillation via Projector Ensemble
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #136
Two-Stream Network for Sign Language Recognition and Translation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #137
Knowledge Distillation from A Stronger Teacher
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #138
Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #139
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #140
Feature-Proxy Transformer for Few-Shot Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #141
Mask Matching Transformer for Few-Shot Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #142
Prototypical VoteNet for Few-Shot 3D Point Cloud Object Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #242
DaDA: Distortion-aware Domain Adaptation for Unsupervised Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #241
AniFaceGAN: Animatable 3D-Aware Face Image Generation for Video Avatars
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #240
Selective compression learning of latent representations for variable-rate image compression
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #239
Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #238
CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #237
Few-Shot Non-Parametric Learning with Deep Latent Variable Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #236
Revisiting Heterophily For Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #235
Distributionally robust weighted k-nearest neighbors
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #234
ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #233
SeqPATE: Differentially Private Text Generation via Knowledge Distillation
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #232
Inductive Logical Query Answering in Knowledge Graphs
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #231
Remember the Past: Distilling Datasets into Addressable Memories for Neural Networks
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #230
K-LITE: Learning Transferable Visual Models with External Knowledge
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #229
Diffusion Visual Counterfactual Explanations
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #228
Graph Neural Networks are Dynamic Programmers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #227
Assistive Teaching of Motor Control Tasks to Humans
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #226
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #225
Black-box coreset variational inference
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #224
Supervising the Multi-Fidelity Race of Hyperparameter Configurations
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #223
Distributional Reward Estimation for Effective Multi-agent Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #222
Amortized Projection Optimization for Sliced Wasserstein Generative Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #221
CoNSoLe: Convex Neural Symbolic Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #220
Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #219
WaveBound: Dynamic Error Bounds for Stable Time Series Forecasting
[
Slides]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #218
Hierarchical Channel-spatial Encoding for Communication-efficient Collaborative Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #217
Spatial Pruned Sparse Convolution for Efficient 3D Object Detection
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #216
LASSIE: Learning Articulated Shapes from Sparse Image Ensemble via 3D Part Discovery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #215
Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #214
Motion Transformer with Global Intention Localization and Local Movement Refinement
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #213
Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protection
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #212
SemMAE: Semantic-Guided Masking for Learning Masked Autoencoders
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #211
Improving Multi-Task Generalization via Regularizing Spurious Correlation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #210
Label-Aware Global Consistency for Multi-Label Learning with Single Positive Labels
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #209
One Model to Edit Them All: Free-Form Text-Driven Image Manipulation with Semantic Modulations
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #208
Latency-aware Spatial-wise Dynamic Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #207
Why Do Artificially Generated Data Help Adversarial Robustness
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #206
Pre-activation Distributions Expose Backdoor Neurons
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #205
Recovering Private Text in Federated Learning of Language Models
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #204
Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #203
Towards Robust Blind Face Restoration with Codebook Lookup Transformer
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #202
S2P: State-conditioned Image Synthesis for Data Augmentation in Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #201
NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #200
UDC: Unified DNAS for Compressible TinyML Models for Neural Processing Units
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #300
Using Embeddings for Causal Estimation of Peer Influence in Social Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #302
Batch size-invariance for policy optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #303
Top Two Algorithms Revisited
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #304
Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #305
Biologically-Plausible Determinant Maximization Neural Networks for Blind Separation of Correlated Sources
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #306
When does return-conditioned supervised learning work for offline reinforcement learning?
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #307
Communication Efficient Distributed Learning for Kernelized Contextual Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #308
TaSIL: Taylor Series Imitation Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #309
DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #310
Efficient Active Learning with Abstention
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #311
No-regret learning in games with noisy feedback: Faster rates and adaptivity via learning rate separation
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #312
Integral Probability Metrics PAC-Bayes Bounds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #313
A Fast Scale-Invariant Algorithm for Non-negative Least Squares with Non-negative Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #314
Online Minimax Multiobjective Optimization: Multicalibeating and Other Applications
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #315
Nonstationary Dual Averaging and Online Fair Allocation
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #316
The price of unfairness in linear bandits with biased feedback
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #317
Augmenting Online Algorithms with $\varepsilon$-Accurate Predictions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #318
A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #319
Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #320
Symplectic Spectrum Gaussian Processes: Learning Hamiltonians from Noisy and Sparse Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #321
Tree Mover's Distance: Bridging Graph Metrics and Stability of Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #322
On the Parameterization and Initialization of Diagonal State Space Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #323
On the Discrimination Risk of Mean Aggregation Feature Imputation in Graphs
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #324
Staggered Rollout Designs Enable Causal Inference Under Interference Without Network Knowledge
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #325
Near-Optimal Multi-Agent Learning for Safe Coverage Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #326
Deep Counterfactual Estimation with Categorical Background Variables
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #327
Using Partial Monotonicity in Submodular Maximization
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #328
A New Family of Generalization Bounds Using Samplewise Evaluated CMI
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #329
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #330
Bellman Residual Orthogonalization for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #331
Riemannian Diffusion Models
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #332
Formulating Robustness Against Unforeseen Attacks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #333
Characterizing Datapoints via Second-Split Forgetting
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #334
Fairness Transferability Subject to Bounded Distribution Shift
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #335
Oracle Inequalities for Model Selection in Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #336
Simulation-guided Beam Search for Neural Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #337
Stars: Tera-Scale Graph Building for Clustering and Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #338
Estimating and Explaining Model Performance When Both Covariates and Labels Shift
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #339
Simultaneous Missing Value Imputation and Structure Learning with Groups
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #340
Signal Processing for Implicit Neural Representations
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #341
Regularized Molecular Conformation Fields
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #342
GAL: Gradient Assisted Learning for Decentralized Multi-Organization Collaborations
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #442
When Does Group Invariant Learning Survive Spurious Correlations?
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #441
Diverse Weight Averaging for Out-of-Distribution Generalization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #440
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #439
Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #438
Improving Certified Robustness via Statistical Learning with Logical Reasoning
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #437
Cooperative Distribution Alignment via JSD Upper Bound
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #436
Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #435
Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #434
Markov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian Gradients
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #433
A Kernelised Stein Statistic for Assessing Implicit Generative Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #432
Effects of Data Geometry in Early Deep Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #431
Deep Differentiable Logic Gate Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #430
Exploring the Latent Space of Autoencoders with Interventional Assays
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #429
Semi-Discrete Normalizing Flows through Differentiable Tessellation
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #427
What is Where by Looking: Weakly-Supervised Open-World Phrase-Grounding without Text Inputs
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #426
Generative multitask learning mitigates target-causing confounding
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #425
Adversarial Task Up-sampling for Meta-learning
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #424
DHRL: A Graph-Based Approach for Long-Horizon and Sparse Hierarchical Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #423
Entropy-Driven Mixed-Precision Quantization for Deep Network Design
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #422
Efficient and Effective Augmentation Strategy for Adversarial Training
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #421
Dataset Inference for Self-Supervised Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #420
Exposing and Exploiting Fine-Grained Block Structures for Fast and Accurate Sparse Training
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #419
Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #418
Alleviating Adversarial Attacks on Variational Autoencoders with MCMC
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #417
Smoothed Embeddings for Certified Few-Shot Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #416
Instability and Local Minima in GAN Training with Kernel Discriminators
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #415
Beyond the Return: Off-policy Function Estimation under User-specified Error-measuring Distributions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #414
On Kernelized Multi-Armed Bandits with Constraints
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #413
Target alignment in truncated kernel ridge regression
[
Slides]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #412
Local Bayesian optimization via maximizing probability of descent
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #411
MEMO: Test Time Robustness via Adaptation and Augmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #410
Latent Planning via Expansive Tree Search
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #409
Efficient and Effective Optimal Transport-Based Biclustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #408
Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #407
On the Adversarial Robustness of Mixture of Experts
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #406
Scalable Distributional Robustness in a Class of Non-Convex Optimization with Guarantees
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #405
A framework for bilevel optimization that enables stochastic and global variance reduction algorithms
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #404
Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #403
LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #402
A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #502
Amortized Proximal Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #503
Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #504
On the difficulty of learning chaotic dynamics with RNNs
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #505
Learning to Configure Computer Networks with Neural Algorithmic Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #506
Autoregressive Search Engines: Generating Substrings as Document Identifiers
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #507
Efficient learning of nonlinear prediction models with time-series privileged information
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #508
Revisiting Active Sets for Gaussian Process Decoders
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #509
Tractable Function-Space Variational Inference in Bayesian Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #510
RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #511
Use-Case-Grounded Simulations for Explanation Evaluation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #512
Autoformalization with Large Language Models
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #513
VCT: A Video Compression Transformer
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #514
Diffusion Curvature for Estimating Local Curvature in High Dimensional Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #516
Kernel Interpolation with Sparse Grids
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #517
Adaptive Interest for Emphatic Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #518
Provably Efficient Reinforcement Learning in Partially Observable Dynamical Systems
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #519
Towards Improving Calibration in Object Detection Under Domain Shift
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #520
ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #521
Model-Based Imitation Learning for Urban Driving
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #522
Repairing Neural Networks by Leaving the Right Past Behind
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #523
Meta-Reinforcement Learning with Self-Modifying Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #524
The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #525
NeuForm: Adaptive Overfitting for Neural Shape Editing
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #526
Semantic uncertainty intervals for disentangled latent spaces
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #527
Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #528
First Hitting Diffusion Models for Generating Manifold, Graph and Categorical Data
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #529
On Convergence of FedProx: Local Dissimilarity Invariant Bounds, Non-smoothness and Beyond
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #530
Multi-Objective Deep Learning with Adaptive Reference Vectors
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #531
The Nature of Temporal Difference Errors in Multi-step Distributional Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #532
Envy-free Policy Teaching to Multiple Agents
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #533
When are Local Queries Useful for Robust Learning?
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #534
Generalization for multiclass classification with overparameterized linear models
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #535
Statistical Learning and Inverse Problems: A Stochastic Gradient Approach
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #536
Algorithms that Approximate Data Removal: New Results and Limitations
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #537
Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #538
Efficient Phi-Regret Minimization in Extensive-Form Games via Online Mirror Descent
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #539
Reinforcement Learning in a Birth and Death Process: Breaking the Dependence on the State Space
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #540
Provably Efficient Model-Free Constrained RL with Linear Function Approximation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #541
Convergence for score-based generative modeling with polynomial complexity
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #542
Efficient Dataset Distillation using Random Feature Approximation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #642
The Effects of Regularization and Data Augmentation are Class Dependent
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #641
EpiGRAF: Rethinking training of 3D GANs
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #640
Insights into Pre-training via Simpler Synthetic Tasks
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #639
GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #638
STNDT: Modeling Neural Population Activity with Spatiotemporal Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #637
Neural Shape Deformation Priors
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #636
SPoVT: Semantic-Prototype Variational Transformer for Dense Point Cloud Semantic Completion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #635
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #634
Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #633
SKFlow: Learning Optical Flow with Super Kernels
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #632
Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #631
Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #630
3D Concept Grounding on Neural Fields
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #629
Bridge the Gap Between Architecture Spaces via A Cross-Domain Predictor
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #628
Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #627
Uncertainty-Aware Hierarchical Refinement for Incremental Implicitly-Refined Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #626
PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #625
ShapeCrafter: A Recursive Text-Conditioned 3D Shape Generation Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #624
On the Learning Mechanisms in Physical Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #623
Benign, Tempered, or Catastrophic: Toward a Refined Taxonomy of Overfitting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #622
The trade-offs of model size in large recommendation models : 100GB to 10MB Criteo-tb DLRM model
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #621
Geodesic Graph Neural Network for Efficient Graph Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #620
Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #619
SignRFF: Sign Random Fourier Features
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #618
Rapidly Mixing Multiple-try Metropolis Algorithms for Model Selection Problems
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #617
What is a Good Metric to Study Generalization of Minimax Learners?
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #616
Non-stationary Bandits with Knapsacks
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #615
Semi-Supervised Learning with Decision Trees: Graph Laplacian Tree Alternating Optimization
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #614
Learning on Arbitrary Graph Topologies via Predictive Coding
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #613
Asynchronous Actor-Critic for Multi-Agent Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #612
Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #611
Patching open-vocabulary models by interpolating weights
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #610
Generative Visual Prompt: Unifying Distributional Control of Pre-Trained Generative Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #609
Learning Options via Compression
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #608
On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #607
Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress
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Slides]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #606
Rethinking Generalization in Few-Shot Classification
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #605
ProtoVAE: A Trustworthy Self-Explainable Prototypical Variational Model
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #604
Deep Fourier Up-Sampling
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #603
Provable Subspace Identification Under Post-Nonlinear Mixtures
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #602
Distributed Distributionally Robust Optimization with Non-Convex Objectives
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #701
GhostNetV2: Enhance Cheap Operation with Long-Range Attention
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #702
Exploiting Semantic Relations for Glass Surface Detection
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #703
A Simple Approach to Automated Spectral Clustering
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #704
Hiding Images in Deep Probabilistic Models
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #705
Analyzing Lottery Ticket Hypothesis from PAC-Bayesian Theory Perspective
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #706
Large Language Models are Zero-Shot Reasoners
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #707
Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #708
Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #709
Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #710
A Simple Decentralized Cross-Entropy Method
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #711
The Missing Invariance Principle found -- the Reciprocal Twin of Invariant Risk Minimization
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #712
Active Learning with Safety Constraints
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #713
A PAC-Bayesian Generalization Bound for Equivariant Networks
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #714
When to Intervene: Learning Optimal Intervention Policies for Critical Events
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #715
Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #716
Efficient and Modular Implicit Differentiation
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #717
Detection and Localization of Changes in Conditional Distributions
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #718
Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #719
DGD^2: A Linearly Convergent Distributed Algorithm For High-dimensional Statistical Recovery
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #720
Robust Streaming PCA
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #722
Trimmed Maximum Likelihood Estimation for Robust Generalized Linear Model
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #723
Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #724
Off-Policy Evaluation with Policy-Dependent Optimization Response
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #725
Bayesian Risk Markov Decision Processes
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #726
Variational inference via Wasserstein gradient flows
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #727
Alternating Mirror Descent for Constrained Min-Max Games
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #728
Efficient and Near-Optimal Smoothed Online Learning for Generalized Linear Functions
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #729
Inducing Equilibria via Incentives: Simultaneous Design-and-Play Ensures Global Convergence
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #730
Mean Estimation with User-level Privacy under Data Heterogeneity
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #731
Intrinsic dimensionality estimation using Normalizing Flows
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #732
Washing The Unwashable : On The (Im)possibility of Fairwashing Detection
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #734
Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRank
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #735
Independence Testing-Based Approach to Causal Discovery under Measurement Error and Linear Non-Gaussian Models
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #736
Explainable Reinforcement Learning via Model Transforms
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #737
Where do Models go Wrong? Parameter-Space Saliency Maps for Explainability
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #738
Neural Circuit Architectural Priors for Embodied Control
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #739
Action-modulated midbrain dopamine activity arises from distributed control policies
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #740
When are Offline Two-Player Zero-Sum Markov Games Solvable?
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #741
Private and Communication-Efficient Algorithms for Entropy Estimation
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #742
Approximate Value Equivalence
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #842
Size and depth of monotone neural networks: interpolation and approximation
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #841
Characterization of Excess Risk for Locally Strongly Convex Population Risk
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #840
Computationally Efficient Horizon-Free Reinforcement Learning for Linear Mixture MDPs
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #839
A Near-Optimal Best-of-Both-Worlds Algorithm for Online Learning with Feedback Graphs
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #838
Optimal Rates for Regularized Conditional Mean Embedding Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #837
The Burer-Monteiro SDP method can fail even above the Barvinok-Pataki bound
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #836
Contextual Dynamic Pricing with Unknown Noise: Explore-then-UCB Strategy and Improved Regrets
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #835
Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #834
Generic bounds on the approximation error for physics-informed (and) operator learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #833
Zero-Sum Stochastic Stackelberg Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #831
Fair and Efficient Allocations Without Obvious Manipulations
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #830
Faster Linear Algebra for Distance Matrices
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Slides]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #829
SQ Lower Bounds for Learning Single Neurons with Massart Noise
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #828
A Differentially Private Linear-Time fPTAS for the Minimum Enclosing Ball Problem
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #827
Subquadratic Kronecker Regression with Applications to Tensor Decomposition
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #826
Optimal Gradient Sliding and its Application to Optimal Distributed Optimization Under Similarity
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #825
Adam Can Converge Without Any Modification On Update Rules
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #824
Oracle-Efficient Online Learning for Smoothed Adversaries
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #823
Active Learning of Classifiers with Label and Seed Queries
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #822
Near-Optimal Goal-Oriented Reinforcement Learning in Non-Stationary Environments
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #821
Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #820
Improved Coresets for Euclidean $k$-Means
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #819
Sampling from Log-Concave Distributions with Infinity-Distance Guarantees
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Slides]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #818
Stochastic Halpern Iteration with Variance Reduction for Stochastic Monotone Inclusions
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #817
Sequential Information Design: Learning to Persuade in the Dark
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #816
Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #815
Exponential Separations in Symmetric Neural Networks
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #814
Distributional Convergence of the Sliced Wasserstein Process
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #813
Bridging Central and Local Differential Privacy in Data Acquisition Mechanisms
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #812
Unlabelled Sample Compression Schemes for Intersection-Closed Classes and Extremal Classes
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #811
On Margin Maximization in Linear and ReLU Networks
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #810
Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #809
A Scalable Deterministic Global Optimization Algorithm for Training Optimal Decision Tree
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #808
Is $L^2$ Physics Informed Loss Always Suitable for Training Physics Informed Neural Network?
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #807
Recursive Reasoning in Minimax Games: A Level $k$ Gradient Play Method
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #806
Concept Activation Regions: A Generalized Framework For Concept-Based Explanations
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #804
Variance Reduced ProxSkip: Algorithm, Theory and Application to Federated Learning
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #803
Recursive Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #802
The price of ignorance: how much does it cost to forget noise structure in low-rank matrix estimation?
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #801
PDSketch: Integrated Domain Programming, Learning, and Planning
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #800
Human-AI Shared Control via Policy Dissection
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #900
Embodied Scene-aware Human Pose Estimation
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #901
A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence Summarization
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #902
E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #903
Semi-Supervised Generative Models for Multiagent Trajectories
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #904
Scale-invariant Learning by Physics Inversion
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #905
Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #906
Are Defenses for Graph Neural Networks Robust?
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #907
Human-AI Collaborative Bayesian Optimisation
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #908
On the Interpretability of Regularisation for Neural Networks Through Model Gradient Similarity
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #909
Modular Flows: Differential Molecular Generation
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #910
Error Correction Code Transformer
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #911
BYOL-Explore: Exploration by Bootstrapped Prediction
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #912
TransBoost: Improving the Best ImageNet Performance using Deep Transduction
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #913
MorphTE: Injecting Morphology in Tensorized Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #914
Attention-based Neural Cellular Automata
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #915
Benchopt: Reproducible, efficient and collaborative optimization benchmarks
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #916
EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #917
VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement
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Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #918
Redistribution of Weights and Activations for AdderNet Quantization
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #919
Eliciting Thinking Hierarchy without a Prior
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #920
First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #921
Identifying good directions to escape the NTK regime and efficiently learn low-degree plus sparse polynomials
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #922
Identification, Amplification and Measurement: A bridge to Gaussian Differential Privacy
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #923
Dataset Distillation via Factorization
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #924
Oscillatory Tracking of Continuous Attractor Neural Networks Account for Phase Precession and Procession of Hippocampal Place Cells
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #925
Palm up: Playing in the Latent Manifold for Unsupervised Pretraining
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #926
Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #927
Large-Scale Retrieval for Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #928
What Can Transformers Learn In-Context? A Case Study of Simple Function Classes
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #929
Chain of Thought Imitation with Procedure Cloning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #930
First-Order Algorithms for Min-Max Optimization in Geodesic Metric Spaces
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #931
On the Identifiability of Nonlinear ICA: Sparsity and Beyond
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #932
Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #933
Nonlinear MCMC for Bayesian Machine Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #934
Transition to Linearity of General Neural Networks with Directed Acyclic Graph Architecture
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #935
Fast Algorithms for Packing Proportional Fairness and its Dual
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #936
Approaching Quartic Convergence Rates for Quasi-Stochastic Approximation with Application to Gradient-Free Optimization
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #937
Robust Generalized Method of Moments: A Finite Sample Viewpoint
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #938
Adapting to Online Label Shift with Provable Guarantees
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #939
Understanding and Extending Subgraph GNNs by Rethinking Their Symmetries
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #940
Reconstruction on Trees and Low-Degree Polynomials
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #941
Benign Underfitting of Stochastic Gradient Descent
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #942
Using natural language and program abstractions to instill human inductive biases in machines
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1042
Revisiting Injective Attacks on Recommender Systems
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1041
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1040
SIXO: Smoothing Inference with Twisted Objectives
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1039
Robust Graph Structure Learning via Multiple Statistical Tests
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1037
Private Graph All-Pairwise-Shortest-Path Distance Release with Improved Error Rate
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1036
Optimal Comparator Adaptive Online Learning with Switching Cost
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1035
Supervised Training of Conditional Monge Maps
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1034
Deterministic Langevin Monte Carlo with Normalizing Flows for Bayesian Inference
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1033
CGLB: Benchmark Tasks for Continual Graph Learning
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1032
ADBench: Anomaly Detection Benchmark
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1031
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1030
BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1029
Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1028
Dungeons and Data: A Large-Scale NetHack Dataset
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1027
Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1026
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1025
EgoTaskQA: Understanding Human Tasks in Egocentric Videos
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1024
SCAMPS: Synthetics for Camera Measurement of Physiological Signals
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1023
Robustness Disparities in Face Detection
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1022
Long Range Graph Benchmark
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1021
CLEVRER-Humans: Describing Physical and Causal Events the Human Way
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1020
CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1019
OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1018
SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained debugging and analysis
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1017
Understanding Aesthetics with Language: A Photo Critique Dataset for Aesthetic Assessment
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1016
ENS-10: A Dataset For Post-Processing Ensemble Weather Forecasts
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1015
Hard ImageNet: Segmentations for Objects with Strong Spurious Cues
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1014
Video compression dataset and benchmark of learning-based video-quality metrics
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1013
TweetNERD - End to End Entity Linking Benchmark for Tweets
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1012
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #143
Pythae: Unifying Generative Autoencoders in Python - A Benchmarking Use Case
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1011
A Dataset for Efforts Towards Achieving the Sustainable Development Goal of Safe Working Environments
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1010
(f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1009
A Bregman Learning Framework for Sparse Neural Networks
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1008
D-GCCA: Decomposition-based Generalized Canonical Correlation Analysis for Multi-view High-dimensional Data
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1007
A Primer for Neural Arithmetic Logic Modules
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1006
[Re] Explaining in Style: Training a GAN to explain a classifier in StyleSpace
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1005
[Re] A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space
Poster
Thu Dec 01 02:00 PM -- 04:00 PM (PST) @ Hall J #1004
[Re] Replication study of 'Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling'
